def retriveResponse(year=DEFAULT_YearDivide,is_training=True):
""" Given the year dividing training and test sets, return the list of
all movies and the SuccessMetric """
if is_training:
comp_symbol = '<'
else:
comp_symbol = '>'
statement1 = 'select title,released,ifnull(totalgross,0),'+\
'ifnull(budget,0)'+\
' from boxoffice where boxoffice.released'+\
' %s \"%s\" order by released asc;' % (comp_symbol,year)
results = mysqlfuncs.db_execute_and_fetch(statement1)
title = mysqlfuncs.results_to_list(results,index=0)
released = mysqlfuncs.results_to_list(results,index=1)
releaseYears = [long(misc.getYear(x.strftime("%Y-%m-%d"))) for x in released]
totalGross = num.array(mysqlfuncs.results_to_list(results,index=2),\
dtype=float)
budget = num.array(mysqlfuncs.results_to_list(results,index=3),dtype=float)
SuccessMetric = misc.returnSuccessMetric(totalGross,budget)
return releaseYears,title,SuccessMetric,budget,totalGross
def get_successMetric_history(person):
""" get the successMetric and release dates and titles for
a given person (also called `part` in moive_meta) """
# setup the query
statement1 = 'select title,released,ifnull(totalgross,0),ifnull(budget,0)'
statement1 += ' from boxoffice where boxoffice.title = any '
statement1 += '(select `title` from movie_meta '
statement1 += 'where(part = "%s")) order by released asc;' % (person)
# get the title, release data, total gross and budget
results = db_execute_and_fetch(statement1)
title = results_to_list(results,index=0)
release = results_to_list(results,index=1)
totalGross = num.array(results_to_list(results,index=2),dtype=float)
budget = num.array(results_to_list(results,index=3),dtype=float)
# compute the sucess metric = log10(totalGross/budget)
successMetric = misc.returnSuccessMetric(totalGross,budget)
return release,successMetric,title,budget,totalGross