"""Add License, Header.
Use pkglts
Problems:
- name of a model unit?
"""
from __future__ import print_function
from __future__ import absolute_import
import os
from path import Path
import six
from pycropml.composition import model_parser
[docs]
class Model2Package(object):
""" TODO
"""
DATATYPE = {}
DATATYPE['INT'] = "int"
DATATYPE['STRING'] = "string"
DATATYPE['DOUBLE'] = "double"
DATATYPE['BOOLEAN'] = "bool"
DATATYPE['DATE'] = "string"
DATATYPE['STRINGLIST'] = "List<string>"
DATATYPE['DOUBLELIST'] = "List<double>"
DATATYPE['INTLIST'] = "List<int>"
DATATYPE['DATELIST']="List<string>"
DATATYPE['DOUBLEARRAY']="double[]"
DATATYPE['STRINGARRAY']="string[]"
DATATYPE['INTARRAY']="int[]"
num = 0
def __init__(self, models, dir=None):
"""TODO."""
self.models = models
self.dir = dir
#self.with_import = True
[docs]
def generate_test(self, model_unit):
tab = ' '*4
m = model_unit
sig = ""
inputs = m.inputs
outputs=m.outputs
num=0
dir_crop2ml = Path(os.path.join(m.path,"crop2ml"))
dir_compo = dir_crop2ml.glob("composition*.xml")[0]
name_mc = model_parser(dir_compo)[0].name
psets = m.parametersets
def categ(k, inout):
state = [m.name for m in inout if "variablecategory" in dir(m) and m.variablecategory =="state"]
rate = [m.name for m in inout if "variablecategory" in dir(m) and m.variablecategory =="rate"]
auxiliary = [m.name for m in inout if "variablecategory" in dir(m) and m.variablecategory =="auxiliary"]
exogenous = [m.name for m in inout if "variablecategory" in dir(m) and m.variablecategory =="exogenous"]
parameter = [m.name for m in inout if "parametercategory" in dir(m)]
if k in state and k.endswith("_t1"): return "s1"
elif k in state : return "s"
elif k in rate: return "r"
elif k in auxiliary: return "a"
elif k in exogenous: return "ex"
elif k in parameter: return "mod"
else: raise Exception("error")
self.codetest = ""
self.runtest = "Test t = new Test();\n"
code = "class Test\n{\n"
code += tab + "%sState s = new %sState();\n"%(name_mc, name_mc)
code += tab + "%sState s1 = new %sState();\n"%(name_mc, name_mc)
code += tab + "%sRate r = new %sRate();\n"%(name_mc, name_mc)
code += tab + "%sAuxiliary a = new %sAuxiliary();\n"%(name_mc, name_mc)
code += tab + "%sExogenous ex = new %sExogenous();\n"%(name_mc, name_mc)
code += tab + "%s mod = new %s();\n"%(m.name, m.name)
for inp in inputs:
sig+= tab+self.DATATYPE[inp.datatype]+" "+inp.name+";\n"
for v_tests in m.testsets:
test_name = v_tests.name # name of tests
code +=tab+"//%s"%test_name+");\n"
test_runs = v_tests.test
test_paramsets = v_tests.parameterset # name of paramsets
# map the paramsets
params = {}
if test_paramsets.strip()!="" and test_paramsets not in list(psets.keys()):
print(' Unknow parameter %s'%test_paramsets)
else:
if test_paramsets.strip()!="" : params.update(psets[test_paramsets].params)
for each_run in test_runs :
# make a function that transforms a title into a function name
tname = list(each_run.keys())[0].replace(' ', '_')
tname = tname.replace('-', '_')
self.runtest += "t.%s();\n"%tname
code +=tab+"//%s"%tname+"\n"
code +="\n"+tab+"public void %s()"%tname + "\n"+tab+ "{\n"
(run, inouts) = list(each_run.items())[0]
ins = inouts['inputs']
outs = inouts['outputs']
run_param = params.copy()
run_param.update(ins)
for testinp in inputs:
if testinp.name not in list(run_param.keys()):
run_param[testinp.name]=testinp.default if testinp.datatype not in ("DATE", "STRING") else str(testinp.default)
for k, v in six.iteritems(run_param):
if v: # the input could not be set in testset and no default value. In this case, it's supposed to set through initialization part
type_v = [inp.datatype for inp in inputs if inp.name==k][0]
code_ = 2*tab + "%s.%s = %s;\n"%(categ(k, inputs),k if not k.endswith("_t1") else k[:-3],transf(type_v, v))
if m.initialization:
if v and categ(k, inputs) != "s" :
code += code_
else:
code += code_
test_codes2 = ""
for k, v in six.iteritems(ins):
type_v = [inp.datatype for inp in inputs if inp.name==k][0]
code_ = 2*tab + "%s.%s = %s;\n"%(categ(k, inputs),k if not k.endswith("_t1") else k[:-3],transf(type_v, v))
if v and categ(k, inputs) == "s" :
test_codes2 += code_
if m.initialization:
code_ = tab*2+"mod.Init(s,s1, r, a, ex);\n"
code += code_
code += test_codes2
code+=tab*2+"mod.CalculateModel(s,s1, r, a, ex);\n"
for k, v in six.iteritems(outs):
type_o = [out.datatype for out in outputs if out.name==k][0]
code += 2*tab + "//%s: %s;\n"%(k, v[0])
code += 2*tab + 'Console.WriteLine("%s estimated :");\n'%(k)
if type_o.find("LIST")!=-1:
code += 2*tab +"for (int i=0; i<%s.%s.Count; i++) Console.WriteLine(%s.%s[i]);\n"%(categ(k, outputs),k, categ(k, outputs), k)
elif type_o.find("ARRAY")!=-1:
code += 2*tab +"for (int i=0; i<%s.%s.Length; i++) Console.WriteLine(%s.%s[i]);\n"%(categ(k, outputs),k, categ(k, outputs), k)
else:
code += 2*tab + "Console.WriteLine(%s.%s);\n"%(categ(k, outputs),k)
code+=tab+"}\n"
num = num+1
code+="}\n"
code += self.runtest
self.codetest= code
return self.codetest
[docs]
def write_tests(self):
""" TODO: Manage several models rather than just one.
"""
files = []
count = 0
for model in self.models:
codetest = self.generate_test(model)
filename = self.dir/"test_%s.cs"%signature(model)
codetest = "//Test generation'\n\n" + codetest
with open(filename, "w") as csharp_file:
csharp_file.write(codetest.encode('utf-8'))
files.append(filename)
count +=1
return files
[docs]
def signature(model):
name = model.name
name = name.strip()
name = name.replace(' ', '_')
return name
DATATYPE = {}
DATATYPE['INT'] = "int"
DATATYPE['STRING'] = "string"
DATATYPE['DOUBLE'] = "double"
DATATYPE['BOOLEAN'] = "bool"
DATATYPE['DATE'] = "DateTime"
DATATYPE['STRINGLIST'] = "List<string>"
DATATYPE['DOUBLELIST'] = "List<double>"
DATATYPE['INTLIST'] = "List<int>"
DATATYPE['DATELIST']="List<DateTime>"
DATATYPE['STRINGARRAY'] = "new string[]"
DATATYPE['DOUBLEARRAY'] = "new double[]"
DATATYPE['INTARRAY'] = "new int[]"
DATATYPE['DATEARRAY']="new DateTime[]"
[docs]
def transfDouble(type_v,elem):
return str(elem)+'D'
[docs]
def transfDate(type, elem):
ser = elem.split("/")
if len(ser)==3:
year, month, day = ser[0], ser[1], ser[2]
return "new DateTime(%s, %s, %s) "%( year, month, day)
if len(ser)==4:
year, month, day, hour= ser[0], ser[1], ser[2], ser[3]
return "new DateTime(%s, %s, %s,%s ) "%( year, month, day, hour)
if len(ser)==5:
year, month, day, hour, min = ser[0], ser[1], ser[2],ser[3], ser[4]
return "new DateTime(%s, %s, %s, %s, %s) "%( year, month, day, hour, min)
if len(ser)==6:
year, month, day, hour, min, sec = ser[0], ser[1], ser[2],ser[3], ser[4], ser[5]
return "new DateTime(%s, %s, %s,%s,%s,%s) "%( year, month, day, hour, min, sec)
[docs]
def transfDateList(type, elem):
res=""
for dat in eval(elem):
t = transfDate("DateTime",dat)
res+=t+","
return "new List<DateTime>{%s}"%(res)
[docs]
def transfArray(type_v, elem):
if isinstance(elem, list):
res = ",".join(list(map(transf,[type_v.split("ARRAY")[0]]*len(elem),elem )))
return "%s{%s}"%(DATATYPE[type_v],res)
else:
return str(elem)
[docs]
def transfString(type_v, elem):
return ('"%s"'%elem).replace('""', '"')
[docs]
def transfList(type_v, elem):
res = ",".join(list(map(transf,[type_v.split("LIST")[0]]*len(elem),elem )))
return "new %s() {%s}"%(DATATYPE[type_v],res)
[docs]
def transf(type_v, elem):
if type_v == "BOOLEAN":
return elem.lower()
elif type_v=="DOUBLE":
return transfDouble(DATATYPE[type_v], elem)
elif type_v in ("STRING"):
return transfString(DATATYPE[type_v], elem)
elif type_v =="DATE":
return transfDate(DATATYPE[type_v], elem)
elif type_v=="INT":
return str(elem)
elif type_v in ("STRINGLIST","DOUBLELIST","INTLIST"):
return transfList(type_v,eval(elem))
elif type_v.endswith("ARRAY"):
return transfArray(type_v,eval(elem))
elif type_v == "DATELIST":
return transfDateList(type_v,elem)
else:
print("uuuuuuuiiiiooooooo")