Exemplo n.º 1
0
def load_mode_to_graph(mode, filename, Graph, context):
    modeId = mode + 'Id'
    schema = snap.Schema()
    schema.Add(snap.TStrTAttrPr(modeId, snap.atStr))
    schema.Add(snap.TStrTAttrPr("datasetId", snap.atStr))
    modenet = snap.TTable.LoadSS(schema, filename, context, "\t",
                                 snap.TBool(False))
    snap.LoadModeNetToNet(Graph, mode, modenet, modeId, snap.TStrV())
FOut.Flush()
enrollments_table.Save(FOut)
FOut.Flush()
advisors_table.Save(FOut)
FOut.Flush()
prereqs_table.Save(FOut)
FOut.Flush()
instructors_table.Save(FOut)
FOut.Flush()
context.Save(FOut)
FOut.Flush()

#Create TMMNet
mmnet = snap.TMMNet.New()
nodeattrv = snap.TStrV()
snap.LoadModeNetToNet(mmnet, "students", advisors_table, "StudentID", nodeattrv)
snap.LoadModeNetToNet(mmnet, "courses", instructors_table, "CourseID", nodeattrv)
snap.LoadModeNetToNet(mmnet, "profs", advisors_table, "ProfID", nodeattrv)

edgeattrv = snap.TStrV()
snap.LoadCrossNetToNet(mmnet, "students", "students", "friends", friends_table, "Student1ID", "Student2ID", edgeattrv)
snap.LoadCrossNetToNet(mmnet, "students", "profs", "advisors", advisors_table, "StudentID", "ProfID", edgeattrv)
snap.LoadCrossNetToNet(mmnet, "students", "courses", "enrollments", enrollments_table, "StudentID", "CourseID", edgeattrv)
snap.LoadCrossNetToNet(mmnet, "courses", "courses", "prereqs", prereqs_table, "CourseID", "PrereqCourseID", edgeattrv)
snap.LoadCrossNetToNet(mmnet, "courses", "profs", "instructors", instructors_table, "CourseID", "ProfID", edgeattrv)

# Convert to TNEANet

crossnetids = snap.TIntV()
crossnetids.Add(mmnet.GetCrossId("friends"))
crossnetids.Add(mmnet.GetCrossId("advisors"))
Exemplo n.º 3
0
    logging.basicConfig(level=numeric_level)

context = snap.TTableContext()
# Construct the graph
logging.info('Building Multi-Modal Network')
Graph = snap.TMMNet.New()

# Loading Modes
try:
    chemical_mode_file = config.get('Modes', 'Chemical')
    cmschema = snap.Schema()
    cmschema.Add(snap.TStrTAttrPr("ChemicalId", snap.atStr))
    cmschema.Add(snap.TStrTAttrPr("datasetId", snap.atStr))
    chemical_mode = snap.TTable.LoadSS(cmschema, chemical_mode_file, context, "\t", snap.TBool(False))
    logging.info('Done loading Chemical Mode')
    snap.LoadModeNetToNet(Graph, "Chemical", chemical_mode, "ChemicalId", snap.TStr64V())
except ConfigParser.NoOptionError: 
    logging.info('Skipping Chemical Mode')

try:
    function_mode_file = config.get('Modes', 'Function')
    fmschema = snap.Schema()
    fmschema.Add(snap.TStrTAttrPr("FunctionId", snap.atStr))
    fmschema.Add(snap.TStrTAttrPr("datasetId", snap.atStr))
    function_mode = snap.TTable.LoadSS(fmschema, function_mode_file, context, "\t", snap.TBool(False))
    logging.info('Done loading Function Mode')
    snap.LoadModeNetToNet(Graph, "Function", function_mode, "FunctionId", snap.TStr64V())
except ConfigParser.NoOptionError:
    logging.info('Skipping Function Mode')

try:
Exemplo n.º 4
0
t.show("loadbin context", RefsT)
r.show("__context__")

print time.ctime(), "done"


# In[2]:

mmnet = snap.TMMNet.New()


# In[3]:

nodeattrv = snap.TStrV()
print time.ctime()
snap.LoadModeNetToNet(mmnet, "papers", PapT, "PaperID", nodeattrv)
print time.ctime()


# In[6]:

print time.ctime()
snap.LoadModeNetToNet(mmnet, "authors", AuthT, "AuthorID", nodeattrv)
print time.ctime()


# In[4]:

print time.ctime()
snap.LoadModeNetToNet(mmnet, "affls", AfflT, "AfflID", nodeattrv)
print time.ctime()