Processing math: 43%

Ярлыки

четверг, 21 марта 2013 г.

use mosek for solve LP in Python


#import module
import mosek
#import numpy arrays or mosek arraystry:    from numpy import array,zeros,ones
except ImportError:
    from mosek.array import array, zeros, ones
# stream for collect data from MOSEKdef streamprintertext:    sys.stdout.flush     #main functiondef main (bkc,blc,buc,bkx,blx,bux,csub,cval,asub,acof,ptrb,ptre,niv,ntc):  # create mosek environment  env = mosek.Env   # add stream to environment  env.set_Stream mosek.streamtype.log,streamprinter    # create task  task = env.Task0,0  # add output-data stream to task  task.set_Stream mosek.streamtype.log,streamprinter
#there are examples of creation right part of constraints and variable constraints#  bkc = mosek.boundkey.up,mosek.boundkey.lo#  blc = inf,4.0
#  buc = 250.0,inf
#  bkx = mosek.boundkey.lo,mosek.boundkey.lo
#  blx = 0.0,0.0
#  bux = inf,inf
#coefficients of goal function#  c   = 1.0,0.64
#coeff numbers in constraints
#  asub = array([0,1),    array[0,1]   ]
#...and this values
#  aval = array([50.0,3.0), array[31.0,2.0] ]
#number of variables  numvar = lenbkx
#number of constraints  numcon = lenbkc
  # create constraints
  task.appendmosek.accmode.con,numcon
  # create variables
  task.appendmosek.accmode.var,numvar
  # The goal function adding csubnumbersofvariables,cvalcoefficientsofvariables
  task.putcfix0.0  task.putclistcsub,cval
  # add constraints  task.putboundslice(mosek.accmode.con,                     0, numcon,
                     bkc, blc, buc)
  # add variable constraints  task.putboundslice(mosek.accmode.var,                     0, numvar,
                     bkx, blx, bux)
  # Input non-zero elements of matrix A bycolumn  for j in rangenumcon:
      aptrb,aptre = ptrbj,ptrej
      task.putavecmosek.accmode.con,j,asub[aptrb:aptre],acof[aptrb:aptre]
  # input optimize criterion minimize/maximize  task.putobjsense(mosek.objsense.minimize)    # integer variables  numlist=list
  typelist=list
  for i in rangeniv,numvar:
      numlist.appendi
      typelist.appendmosek.variabletype.typeint
  task.putvartypelistnumlist,typelist
   
  # constants of begin solve   task.putintparam(mosek.iparam.mio_construct_sol,                   mosek.onoffkey.on);
  # all variable are unknown in begin of solve   task.makesolutionstatusunknown(mosek.soltype.itg);
 #we can save task in some file #task.writedata"test.lp"   # solve task  task.optimize
  # output solution
  if task.solutiondefmosek.soltype.itg:
      ...

среда, 20 марта 2013 г.

Python: your time to each program Windows

Script that write how many time each program used in Windows by title of show window.


import sys

#module for work with windows 32bit
import win32gui

txt=''
time1=time.time
#times dictionary
appdict=dict
while True:
#pause (it's influence to accuracy)
    time.sleep5
#title of the current window
    newtxt = win32gui.GetWindowText(win32gui.GetForegroundWindow)
#if window was changed than update time of beginning work with other window
    if txt!=newtxt:
        time2=time.time
#add previous time to dict
        if appdict.gettxt!=None:
            appdicttxt=appdicttxt+roundtime2,0-roundtime1,0
        else:
            appdicttxt=roundtime2,0-roundtime1,0
        txt=newtxt
        time1=time.time
    f=open'timerep.csv', 'w'
    csvwr = csv.writer(f, delimiter=';',lineterminator='\n')
#We write only window that summary time over 5 minutes (Other window is non-influential).
    for i in appdict.items:
        if i1>=300:
            csvwr.writerowi
    f.close

вторник, 19 марта 2013 г.

static in Apache simple


static in Apache:


We must write next string in file apache2.conf:
Alias /media/ "/home/username/mysite/media/"
first arg - link to get images, second arg - full path to storage images folder.

Than we can write in code link to the image:
<img src="/media/my_image1.jpg" />

понедельник, 18 марта 2013 г.

using GLPK in Python Linear programming


# import PuLP's functions

from pulp import *

# create new task of Linear programming LP with maximize of the goal functions
prob = LpProblem"Knapsack problem", LpMaximize

# variable integer
x1 = LpVariable"x1", 0, 10, 'Integer'
x2 = LpVariable"x2", 0, 10, 'Integer'
x3 = LpVariable"x3", 0, 10, 'Integer'

goal function ("the cost of all in backpack")
prob += 17*x1 + 30*x2 + 75*x3, "obj"

# constraints "weight of the backpack"
prob += 1.5*x1 + 2.5*x2 + 6*x3 <= 20, "c1"

# run solver
prob.solve

# print task status
print "Status:", LpStatusprob.status

# print optimized variable result
for v in prob.variables:
    print v.name, "=", v.varValue

# print value of goal function
print "objective = %s$" % value(prob.objective)

Alternate:
we can create LP-file CPLEX and use it with GLPK:

    cmd=['glpsol.exe','--cpxlp',outputname,'-o',solfile]
    p = subprocess.Popencmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, stdin=subprocess.PIPE
    for line in p.stdout:
        print">>>>> " + str(line.decode().rstrip)

PyQt: show SVG

#scale increase 
self.connectself.incScaleButton, QtCore.SIGNAL("clicked("),lambda who="incScale": self.incScale)
 #scale decrease 
 self.connectself.decScaleButton, QtCore.SIGNAL("clicked("),lambda who="decScale": self.decScale)
 #create Scene for show diagrams
 self.sc=QtGui.QGraphicsSceneself.graphicsView

 def incScaleself:
     self.scale+=0.1
     self.printGDPscale=self.scale

 def decScaleself:
     self.scale-=0.1
     self.printGDPscale=self.scale

 #show diagram: 
 filename=fileArraytfileNumber
 #create object for SVG modification 
 r=QtSvg.QSvgRenderer
 #load data 
 r.loadQtCore.QByteArray(arrayToSave)
 #change rectangle for our image 
 r.setViewBoxQtCore.QRectF(0.0, 0.0, 3200.0, 2000)
 #create additional element
 item=QtSvg.QGraphicsSvgItem
 #put our image into it 
 item.setSharedRendererr
 #change scale
 item.setScale1.0
 #clear Scene, change size of it 
 self.sc.clear
 self.sc.setSceneRectQtCore.QRectF(0.0, 0.0, 3200.0, 2000)
 #change position of item into Scene 
 item.setPosQtCore.QPointF(10,50)
 #add item to Scene 
 self.sc.addItemitem
 #for QGraphicsView set Scene, define "view point" 
 self.graphicsView.setSceneself.sc
 self.graphicsView.centerOn0,0

create JAR in Eclipse

1. Project import Import files as existing project File → Import... → Existing Projects into Workspace. 2. Creating JAR Context menu on project folder > Export... > Java/JAR file. Than we change path and name of JAR in field "Select the export destination". 3. Some error Error: "JAR creation failed. See details for additional information". Details: Resource is out of sync with the file system: /projectName/.svn/entries Solution: Context menu on project folder > Refresh

add cirillic language to TEX Ubuntu

install follow packages in Ubuntu and use "utf8x": texlive-lang-cyrillic texlive-latex-extra \usepackageutf8x{inputenc}