def all_prolif_qty(path, qty, eqn_type, file=None):
file_list = make_list(path)
qty_df = pd.DataFrame()
agent_df = pd.DataFrame()
for f in file_list:
db = cym.dbopen(f)
weapon_progress = cym.root_metric(name='WeaponProgress')
evaluator = cym.Evaluator(db)
frame = evaluator.eval('WeaponProgress',
conds=[('Decision', '==', 1),
('EqnType', '==', eqn_type)])
qty_df = pd.concat([qty_df, frame[:][qty]], ignore_index=True)
agent_entry = cym.root_metric(name='AgentEntry')
evaluator2 = cym.Evaluator(db)
agent_frame = evaluator2.eval('AgentEntry',
conds=[('Kind', '==', 'Inst')])
agent_df = pd.concat(
[agent_df, agent_frame[:][['AgentId', 'Prototype']]],
ignore_index=True)
if (file != None):
qty_df.to_csv(path + file, sep='\t')
agent_df.to_csv(path + 'agent_' + file, sep='\t')
return
else:
return qty_df
def first_prolif_qty(path, qty, csv=None):
file_list = make_list(path)
qty_df = pd.DataFrame()
for f in file_list:
db = cym.dbopen(f)
weapon_progress = cym.root_metric(name='WeaponProgress')
evaluator = cym.Evaluator(db)
frame = evaluator.eval('WeaponProgress', conds=[('Decision', '==', 1)])
qty_df = pd.concat([qty_df, frame[:1][qty]], ignore_index=True)
if (csv != None):
qty_df.to_csv(path + csv, sep='\t')
return
else:
return qty_df
"""Root metrics for Cycamore"""
from cymetric import root_metric
# root metrics that come with the archetypes within the cycamore module
agentstate_cycamore_enrichmentinfo = root_metric(
name='AgentState_cycamore_EnrichmentInfo')
agentstate_cycamore_fuelfabinfo = root_metric(
name='AgentState_cycamore_FuelFabInfo')
agentstate_cycamore_reactorinfo = root_metric(
name='AgentState_cycamore_ReactorInfo')
agentstate_cycamore_separationsinfo = root_metric(
name='AgentState_cycamore_SeparationsInfo')
agentstate_cycamore_sinkinfo = root_metric(name='AgentState_cycamore_SinkInfo')
agentstate_cycamore_sourceinfo = root_metric(
name='AgentState_cycamore_SourceInfo')
enrichments = root_metric(name='Enrichments')
reactor_events = root_metric(name='ReactorEvents')
"""Root metrics for Cycamore"""
from cymetric import root_metric
#root metrics that come with the archetypes within the cycamore module
agentstate_cycamore_enrichmentinfo = root_metric(
name='AgentState_cycamore_EnrichmentInfo')
agentstate_cycamore_fuelfabinfo = root_metric(
name='AgentState_cycamore_FuelFabInfo')
agentstate_cycamore_reactorinfo = root_metric(
name='AgentState_cycamore_ReactorInfo')
agentstate_cycamore_separationsinfo = root_metric(
name='AgentState_cycamore_SeparationsInfo')
agentstate_cycamore_sinkinfo = root_metric(
name='AgentState_cycamore_SinkInfo')
agentstate_cycamore_sourceinfo = root_metric(
name='AgentState_cycamore_SourceInfo')
enrichments = root_metric(name='Enrichments')
reactor_events = root_metric(name='ReactorEvents')