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readingpickle.py
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"""Usage:
readingpickle.py <model> [--verbose]
readingpickle.py <model> getinfo [--verbose]
readingpickle.py <model> flipbusbreaker <busnumber>
readingpickle.py <model> changeLineStatus <linename>
readingpickle.py <model> fliploadbreaker <linename>
readingpickle.py <model> changeTranformerStatus <trafoname>
Options:
-h --help This file us used to operate the power system model.
--version This is part of Canvass 0.1
--verbose This prints out a very detailed log of whats going on.
Helpful for debugging purposes.
"""
import pprint
import pickle as pickle
import os
import pandas as pd
from shutil import *
from docopt import docopt
import os
import pandapower as pp
import pandapower.networks as pn
import pandapower.plotting as plot
pd.options.mode.chained_assignment = None # default='warn'
#create a copy of the model
def createBackUpCopy():
pass
#dst = "".join(("Datafiles/OriginalModel/",fname))
#copy(fname, dst)
#x = open( "GBnetwork.p", "rb" )
#data1 = pickle.load(x)
#pprint.pprint(data1)
#os.system("clear")
#jj = data1["_is_elements"]["gen"].loc[:,"in_service"]
#busesInService = data1["_is_elements"]["bus"][["name","in_service"]]
#jj = data1#["bus"]
#jj[0] = 10
#jj["name"][0] = 99
#print(jj["name"][0])
#print jj
#loadInfo = []
def changegeneratorstatus(choice, data1):
"""
Modify the substation bus breaker status.
"""
print("Here Now")
i = int(choice) - 1
loadInfo = data1["load"][["bus","p_kw","q_kvar","in_service"]].values
changeLoadServiceStatus(data1,loadInfo,choice)
def getInfo(data1, *args, **kwargs):
"""
This function gets information about the model.
"""
loadInfo = data1["load"][["bus","p_kw","q_kvar","in_service"]].values
print (loadInfo[0][0])
choice = 3
changeLoadServiceStatus(data1,loadInfo,choice)
pass
def printPFResults(fname):
xyz = pp.from_pickle(fname)
#print xyz
pp.runpp(xyz)
print("\nBus Flows\n-----------------\n")
print (xyz.res_bus)
print("\nLine Flows\n----------------\n")
print (xyz.res_line)
print("\nLoad Measurements\n------------------\n")
#print xyz.res_load
#print xyz.line.index
# try:
# import seaborn
# colors = seaborn.color_palette()
# except:
# colors = ["b", "g", "r", "c", "y"]
#plot.fuse_geodata(xyz)
#plot.simple_plot(xyz, bus_size=0.7)
cmap_list=[(20, "green"), (50, "yellow"), (60, "red")]
cmap, norm = plot.cmap_continous(cmap_list)
plot.create_generic_coordinates(xyz, respect_switches=True)
lc = plot.create_line_collection(xyz, xyz.line.index, zorder=1, cmap=cmap, norm=norm, linewidths=2)
plot.draw_collections([lc], figsize=(8,6))
# plot.create_generic_coordinates(xyz, respect_switches=True)
# plot.fuse_geodata(xyz)
# bc = plot.create_bus_collection(xyz, xyz.bus.index, size=.2, color=colors[0], zorder=10)
# tc = plot.create_trafo_collection(xyz, xyz.trafo.index, color="g")
# lcd = plot.create_line_collection(xyz, xyz.line.index, color="grey", linewidths=0.5, use_line_geodata=False)
# sc = plot.create_bus_collection(xyz, xyz.ext_grid.bus.values, patch_type="rect", size=.5, color="y", zorder=11)
# # plot.draw_collections([lcd, bc, tc, sc], figsize=(8,6))
#
# closed_lines = set(xyz.line.index) - set(xyz.switch[(xyz.switch.et=="l") & (xyz.switch.closed==False)].element.values)
# lcd = plot.create_line_collection(xyz, closed_lines, color="grey", linewidths=0.5, use_line_geodata=False)
# plot.draw_collections([lcd, bc, tc, sc], figsize=(8,6))
#plot.show()
# cmap_list=[((0.975, 0.985), "blue"), ((0.985, 1.0), "green"), ((1.0, 1.03), "red")]
# cmap, norm = plot.cmap_discrete(cmap_list)
# bc = plot.create_bus_collection(xyz, xyz.bus.index, size=80, zorder=2, cmap=cmap, norm=norm)
#plot.simple_plot(xyz, bus_size=0.7)
#plot.show()
def changeLoadServiceStatus(data1,loadInfo,choice):
"""
This function changes the load status from being connected to disconnected.
"""
if loadInfo[choice][3] == True:
data1["load"]["in_service"][choice] = False
elif loadInfo[choice][3] == False:
data1["load"]["in_service"][choice] = True
modifyFile = raw_input("Do you want to modify the file? [1 to CONFIRM] ")
if modifyFile == "1":
print("Modifying the model to reflect changes ...")
pickle.dump(data1, open("GBnetwork.p", "wb"))
y = open( "GBnetwork.p", "rb" )
data1 = pickle.load(y)
print(data1["load"][["bus","p_kw","q_kvar","in_service"]])
#ask to run power flow
runPF = raw_input("Do you want to run power flow after new changes? [1 to CONFIRM] ")
#if yes, create new model and run power Flow
if runPF == "1":
print("Building Model ...")
printPFResults("GBnetwork.p")
#net = pn.GBnetwork()
#jj = net.load[["bus","p_kw","q_kvar","in_service"]].values
#print jj
#net = pn.GBnetwork()
#pp.runpp(net)
#print xyz#net.res_bus
#else leave
def changeLoadPValue():
pass
def changeLoadQValue():
pass
def makeModifiedModel():
pass
#getInfo(x)
#getInfo(data1)
#pprint.pprint(data1)
#pickle.dump(data1, open("GBnetworkmod.p", "wb"))
#GBnetwork = pp.from_pickle("GBnetwork.p")
#net = pn.GBnetwork()
#pp.runpp(net)
#print net.res_bus
if __name__ == '__main__':
v = 0
arguments = docopt(__doc__, version='Canvass 0.0.1')
options = docopt(__doc__, version='Canvass 0.0.1')
filename = arguments['<model>']
#if options['--verbose']:
# v = 1
os.system("clear")
print(" - - - - - - - - - - - - - - - -")
print(" - Canvass 0.0.1 DEMO Version -")
print(" - - - - - - - - - - - - - - - -")
print filename
x = open(filename, "rb")
data1 = pickle.load(x)
#getInfo(data1)
choice = arguments['<busnumber>']
print choice
if arguments['flipbusbreaker']:
print("This action will change the status of bus breakers")
changegeneratorstatus(choice, data1)
x.close()
#function to get all data
#getAllData(filename)
#change service status of generator
#change service status of line
#change service status of transformer