def run_hdp():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects() # Get a dictionary of all projects and their respective files.
result = {} # Store results here
for _, v in all_projects.iteritems():
# Create a template for results.
for kk in v.keys():
result.update({kk: {
'pd': [],
'pf': []
}})
for key_t, value_t in all_projects.iteritems(): # <key/value>_s denotes source
for key_s, value_s in all_projects.iteritems(): # <key/value>_s denotes target
if not key_s == key_t: # Ignore cases where source=target
print("Source: {}, Target: {}".format(key_s, key_t))
hdp_runner = HDP(value_s, value_t)
PD, PF = 0, 0
oldname = newname = None
for name, pd, pf in hdp_runner.process():
result[name]['pd'].append(pd)
result[name]['pf'].append(pf)
return result
def run_hdp():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects(
) # Get a dictionary of all projects and their respective files.
result = {} # Store results here
for _, v in all_projects.iteritems():
# Create a template for results.
for kk in v.keys():
result.update({kk: {'pd': [], 'pf': []}})
for key_t, value_t in all_projects.iteritems(
): # <key/value>_s denotes source
for key_s, value_s in all_projects.iteritems(
): # <key/value>_s denotes target
if not key_s == key_t: # Ignore cases where source=target
print("Source: {}, Target: {}".format(key_s, key_t))
hdp_runner = HDP(value_s, value_t)
PD, PF = 0, 0
oldname = newname = None
for name, pd, pf in hdp_runner.process():
result[name]['pd'].append(pd)
result[name]['pf'].append(pf)
return result
def execute():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects() # Get a dictionary of all projects and their respective pathnames.
result = {} # Store results here
for target in all_projects.keys():
for source in all_projects.keys():
if source == target: # This ensures transfer happens within community
print("Target Community: {} | Source Community: {}".format(target, source))
seer0(all_projects[source], all_projects[target])
def execute():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects() # Get a dictionary of all projects and their respective pathnames.
project_pairs = []
result = {} # Store results here
for target in all_projects.keys():
for source in all_projects.keys():
if not source == target:
print("Target Community: {} | Source Community: {}".format(target, source))
seer(all_projects[source], all_projects[target])
def get_source_target():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects() # Get a dictionary of all projects and their respective pathnames.
project_pairs = []
count = 0 # I use this for referencing saved pickle files
for target in all_projects.keys():
for source in all_projects.keys():
if not source == target:
count += 1
project_pairs.append((all_projects[source], all_projects[target], count))
return project_pairs
def execute():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects(
) # Get a dictionary of all projects and their respective pathnames.
result = {} # Store results here
for target in all_projects.keys():
for source in all_projects.keys():
if source == target: # This ensures transfer happens within community
print("Target Community: {} | Source Community: {}".format(
target, source))
seer0(all_projects[source], all_projects[target])
def get_source_target():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects() # Get a dictionary of all projects and their respective pathnames.
project_pairs = []
count = 0 # I use this for referencing saved pickle files
for target in all_projects.keys():
for source in all_projects.keys():
if source == target:
count += 1
project_pairs.append((all_projects[source], all_projects[target], count))
return project_pairs
def execute():
"""
This method performs HDP.
:return:
"""
all_projects = get_all_projects(
) # Get a dictionary of all projects and their respective pathnames.
project_pairs = []
result = {} # Store results here
for target in all_projects.keys():
for source in all_projects.keys():
if source == target:
print("Target Community: {} | Source Community: {}".format(
target, source))
tca_plus(all_projects[source], all_projects[target])
def tnb_jur():
from data.handler import get_all_projects
all = get_all_projects()
apache = all["Apache"]
return tnb(apache, apache, n_rep=1)
def seer_jur():
from data.handler import get_all_projects
all = get_all_projects()
apache = all["Apache"]
return seer(apache, apache, n_rep=10, n_redo=5)
def seer_jur():
from data.handler import get_all_projects
all = get_all_projects()
apache = all["Apache"]
return seer(apache, apache, n_rep=10, n_redo=5)
def tnb_jur():
from data.handler import get_all_projects
all = get_all_projects()
apache = all["Apache"]
return vcb(apache, apache, n_rep=1)
def tnb_jur():
from data.handler import get_all_projects
all = get_all_projects()
# set_trace()
apache = all["Apache"]
return bellw(apache, apache, n_rep=10)