def session_info():
### PRINT SESSION INFO TO STDOUT
### TO BE USED INSIDE PYTHON SCRIPTS
import IPython
import subprocess as sp
for i in IPython.sys_info().splitlines():
print(i)
for i in sp.run("pip3 freeze", shell=True, stdout=sp.PIPE).stdout.decode().splitlines():
print(i)
def check():
from subprocess import Popen, PIPE
import IPython
res = "### Informations related to Python ###\n"
res += IPython.sys_info().replace(
"': '", ":\t").replace("': u'", ":\t").replace("", "").replace(
"',", "").replace("{'", "").replace(" '", "").replace("'}", "")
res += "\n######\n"
res += "\n### Informations related to R ###\n"
process = Popen("Rscript -e 'sessionInfo()'",
stdout=PIPE,
stderr=PIPE,
shell=True)
stdout, stderr = process.communicate()
res += stdout
res += "\n######\n"
return (res)
time_string = str(datetime.datetime.now())
tz_string = datetime.datetime.now(datetime.timezone.utc).astimezone().tzname()
print("\n### system time: " + time_string + " " + tz_string)
print("\n########################################")
#################################################
#################################################
import sinfo, IPython
### ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ###
from testHawkesEM import test_HawkesEM
test_HawkesEM()
#################################################
#################################################
print("\n\n########################################")
print("\n### IPython.sys_info():")
print(IPython.sys_info())
print("\n### sinfo.info():")
print(sinfo.sinfo(print_std_lib=True, print_implicit=True))
print("\n########################################")
time_string = str(datetime.datetime.now())
tz_string = datetime.datetime.now(datetime.timezone.utc).astimezone().tzname()
print("\n### system time: " + time_string + " " + tz_string + "\n")
sys.exit(0)
import sys
import IPython
import numpy
import scipy
import matplotlib
import networkx
import shapely
import doctest
import sphere
import SimPy
b = eval(IPython.sys_info())
for k in b:
print k, b[k]
print 'Python : ' + str(sys.version)
print 'numpy : ' + str(numpy.__version__)
print 'scipy : ' + str(scipy.__version__)
print 'matplotlib : ' + str(matplotlib.__version__)
print 'networkx : ' + str(networkx.__version__)
print 'SImPy : ' + str(SimPy.__version__)
### save session info to file
### to be used into bash scripts
import IPython
import subprocess as sp
info = IPython.sys_info().splitlines()
for l in info:
with open('session_info', 'a') as outfile:
outfile.write(l + '\n')
info = sp.run("pip3 freeze", shell=True,
stdout=sp.PIPE).stdout.decode().splitlines()
for l in info:
with open('session_info', 'a') as outfile:
outfile.write(l + '\n')
color_map = np.zeros((row, column))
for i in range(len(y_pred)):
x = locations[i][0]
y = locations[i][1]
if y_actual[i]==y_pred[i]==0:
color_map[x,y]= 1
if y_actual[i]==y_pred[i]==1:
color_map[x,y]= 2
if y_pred[i]==1 and y_actual[i]!=y_pred[i]:
color_map[x,y]= 3
if y_pred[i]==0 and y_actual[i]!=y_pred[i]:
color_map[x,y]= 4
return color_map
color_map = assign_value_for_cmap(y_actual, y_pred, locations)
cm = generate_cmap ([ 'moccasin', 'black', 'white', 'green', 'red' ]) #one color is assigned to one value
plt.imshow(color_map, cmap = cm)
plt.show()
#5. System
#Code to get environement setting
import IPython
# print system information (but not packages)
print(IPython.sys_info())
# get module information
!pip freeze > frozen-requirements.txt
# append system information to file
with open("frozen-requirements.txt", "a") as file:
file.write(IPython.sys_info())
import sys
import IPython
import numpy
import scipy
import matplotlib
import networkx
import shapely
import doctest
import sphere
import SimPy
import pandas
b = eval(IPython.sys_info())
for k in b:
print k, b[k]
print 'Python : ' + str(sys.version)
print 'numpy : ' + str(numpy.__version__)
print 'scipy : ' + str(scipy.__version__)
print 'matplotlib : ' + str(matplotlib.__version__)
print 'networkx : ' + str(networkx.__version__)
print 'SImPy : ' + str(SimPy.__version__)
print 'Pandas : ' + str(pandas.__version__)
