# print("%s-%s" % (year,product),value)
return value
except:
# print("%s-%s" % (year,product))
return 0;
def getCountry(country, year):
try:
value = country_values["%s-%s" % (year,country)]
return value
except:
return 0
# This will run through the collected data and return the Total Product for a given year and country
def getProductCountry(product,country,year,tag):
try:
# print (product,country,year,tag)
return country_product_values["%s-%s-%s~%s" % (year,country,product,tag)]
except:
return 0
if __name__ == '__main__':
start = time.time()
Tools.initilize()
file_name = file_location + 'baci92_'
Tools.single_thread(Tools.preprocess, first_year, last_year, file_name, False)
end = time.time()
def getTrends (file_name,country,product,relative =1,absolute=50000,market=.15,trendline = "All"):
global main
main = Tools.initilize()
global last_year
global first_year
global country_codes
global country_names
country_names = main.country_names
country_codes = main.country_codes
last_year = main.last_year
first_year= main.first_year
start = time.time()
main.product_trends = {}
main.country_trends = {}
main.product_values = {}
main.country_values = {}
main.market_trends = {}
# absolute_threshold = float(absolute)
main.market_threshold = float(market)
main.relative_threashold = float(relative)
main.absolute_threshold = float(absolute) / (last_year - first_year + 1)
print (product,main.absolute_threshold,main.market_threshold,main.trend_threashold,main.relative_threashold,trendline)
keys = []
for code in country_codes:
if (country) == country_codes[code]:
keys.append(code)
for code in country_names:
if (country) == country_names[code]:
keys.append(code)
print (keys)
Tools.single_thread(Tools.getTotalCountry, first_year, last_year, arg=(file_name,keys))
absolute_threshold = (float(absolute) / (last_year - first_year + 1)) * main.total_country_value
print ("Absolute", absolute_threshold)
print("Total Country Value", main.total_country_value)
Tools.single_thread(__getTrendsPreProcessed,first_year,last_year,arg=(file_name,keys,product,trendline))
# absolute_threshold = float(absolute) * total_country_value
main.interesting_trends = {}
# for i in interesting_trends:
# print ("Interesting Before:",i)
__findInterestingTrends()
# for i in interesting_trends:
# print ("Interesting After:",i);
(main,final_errors) = Error_Handler.getErrors(file_name, country, 1.5, absolute_threshold, market, .75, 3, main)
end = time.time()
print(end - start)
return (main,__filter_trends(main,final_errors))