def read_legacy_complexities(complexities, timestep_directory, tdata):
def __path(type):
return os.path.join(timestep_directory, 'complexity_' + type + '.txt')
complexities_read = []
for type in complexities:
path = __path(type)
if os.path.isfile(path):
data = common_complexity.parse_legacy_complexities(path)
tdata[type] = common_complexity.normalize_complexities(data)
complexities_read.append(type)
return complexities_read
def read_legacy_complexities(complexities, timestep_directory, tdata): def __path(type): return os.path.join(timestep_directory, 'complexity_' + type + '.txt') complexities_read = [] for type in complexities: path = __path(type) if os.path.isfile(path): data = common_complexity.parse_legacy_complexities(path) tdata[type] = common_complexity.normalize_complexities(data) complexities_read.append(type) return complexities_read
def compute_complexities(complexities,
timestep_directory,
tdata):
def __path(type):
return os.path.join(timestep_directory, 'complexity_' + type + '.plt')
# --- Read in any complexities computed on a previous invocation of this script
complexities_read = []
for type in complexities:
path = __path(type)
if os.path.isfile(path):
try:
table = datalib.parse(path)[type]
data = table.getColumn('Complexity').data
tdata[type] = common_complexity.normalize_complexities(data)
complexities_read.append(type)
except datalib.InvalidFileError, e:
# file must have been incomplete
print "Failed reading ", path, "(", e, ") ... regenerating"
def compute_complexities(complexities, timestep, timestep_directory, tdata):
def __path(type):
return os.path.join(timestep_directory, 'complexity_' + type + '.plt')
# --- Read in any complexities computed on a previous invocation of this script
complexities_read = []
if not OverwriteEpochComplexities:
for type in complexities:
path = __path(type)
if os.path.isfile(path):
try:
table = datalib.parse(path)[type]
data = table.getColumn('Complexity').data
tdata[type] = common_complexity.normalize_complexities(
data)
complexities_read.append(type)
except datalib.InvalidFileError, e:
# file must have been incomplete
print "Failed reading ", path, "(", e, ") ... regenerating"
table = tables[type]
row = table.createRow()
row.set('AgentNumber', agent_number)
row.set('Complexity', fields.pop(0))
# --- Write to file and normalize data (eg sort and remove 0's)
for type in complexities_remaining:
table = tables[type]
datalib.write(__path(type),
table)
data = table.getColumn('Complexity').data
tdata[type] = common_complexity.normalize_complexities(data)
return complexities
####################################################################################
###
### FUNCTION make_percents()
###
####################################################################################
def make_percents(tables, totals):
for table in tables.values():
for row in table.rows():
t = row.get('Timestep')
total = totals[t][table.name]
for bin in range(NUMBINS):
for type in complexities_remaining:
table = tables[type]
row = table.createRow()
row.set('AgentNumber', agent_number)
row.set('Complexity', fields.pop(0))
# --- Write to file and normalize data (eg sort and remove 0's)
for type in complexities_remaining:
table = tables[type]
datalib.write(__path(type), table)
data = table.getColumn('Complexity').data
tdata[type] = common_complexity.normalize_complexities(data)
return complexities
####################################################################################
###
### FUNCTION divide(numerator, denominator)
###
####################################################################################
def divide(numerator, denominator):
if denominator == 0:
return 0.0
else:
return numerator / denominator