def run_micro_macro(user_params):
reform = {
2015: {
'_II_rt1': [.09],
'_II_rt2': [.135],
'_II_rt3': [.225],
'_II_rt4': [.252],
'_II_rt5': [.297],
'_II_rt6': [.315],
'_II_rt7': [0.3564],
},
}
start_time = time.time()
REFORM_DIR = "./OUTPUT_REFORM4"
output_base = REFORM_DIR
input_dir = REFORM_DIR
kwargs = {
'output_base': output_base,
'input_dir': input_dir,
'baseline': False,
'reform': reform,
'user_params': user_params,
'guid': 'abc123',
'run_micro': False
}
runner(**kwargs)
time.sleep(0.5)
print "total time for policy run was ", (time.time() - start_time)
def run_micro_macro(user_params):
reform = {
2015: {
'_II_rt1': [.09],
'_II_rt2': [.135],
'_II_rt3': [.225],
'_II_rt4': [.252],
'_II_rt5': [.297],
'_II_rt6': [.315],
'_II_rt7': [0.3564],
}, }
start_time = time.time()
REFORM_DIR = "./OUTPUT_REFORM4"
output_base = REFORM_DIR
input_dir = REFORM_DIR
kwargs={'output_base':output_base, 'input_dir':input_dir,
'baseline':False, 'reform':reform, 'user_params':user_params,
'guid':'abc123', 'run_micro':False}
runner(**kwargs)
time.sleep(0.5)
print "total time for policy run was ", (time.time() - start_time)
def run_micro_macro(user_params):
start_time = time.time()
BASELINE_DIR = "./OUTPUT_BASELINE4"
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
kwargs={'output_base':output_base, 'input_dir':input_dir, 'baseline':True, 'user_params':user_params,
'guid':'abc123', 'run_micro':False}
runner(**kwargs)
time.sleep(0.5)
print "total time for baseline was ", (time.time() - start_time)
def run_micro_macro(user_params):
reform0 = {
2016: {
'_II_rt1': [.09],
'_II_rt2': [.135],
'_II_rt3': [.225],
'_II_rt4': [.252],
'_II_rt5': [.297],
'_II_rt6': [.315],
'_II_rt7': [0.3564],
},
}
reform1 = {
2016: {
'_II_rt7': [0.35],
},
}
reform2 = {
2016: {
'_II_rt7': [0.34],
},
}
reform3 = {
2016: {
'_CG_rt3': [0.25],
},
}
reform4 = {
2016: {
'_CG_rt3': [0.24],
},
}
reform5 = {
2016: {
'_CG_rt3': [0.16],
},
}
reform6 = {
2016: {
'_STD': [[
6100 * 2, 12200 * 2, 6100 * 2, 8950 * 2, 12200 * 2, 6100 * 2,
1000 * 2
],
[
6200 * 2, 12400 * 2, 6200 * 2, 9100 * 2, 12400 * 2,
6200 * 2, 1000 * 2
],
[
6300 * 2, 12600 * 2, 6300 * 2, 9250 * 2, 12600 * 2,
6300 * 2, 1050 * 2
]],
},
}
reform7 = {
2016: {
'_STD': [[
6100 * 2.1, 12200 * 2.1, 6100 * 2.1, 8950 * 2.1, 12200 * 2.1,
6100 * 2.1, 1000 * 2.1
],
[
6200 * 2.1, 12400 * 2.1, 6200 * 2.1, 9100 * 2.1,
12400 * 2.1, 6200 * 2.1, 1000 * 2.1
],
[
6300 * 2.1, 12600 * 2.1, 6300 * 2.1, 9250 * 2.1,
12600 * 2.1, 6300 * 2.1, 1050 * 2.1
]],
},
}
reform8 = {
2016: {
'_II_rt3': [.15],
'_II_rt4': [.15],
'_II_rt5': [.15],
'_II_brk5': [[250000, 250000, 125000, 250000, 250000, 250000]]
},
}
reform9 = {
2016: {
'_STD': [[12600, 25200, 12600, 18600, 25300, 12600, 2100]],
'_II_brk1': [[27825, 55650, 27825, 39750, 55650, 27825]],
'_II_brk2': [[65005, 130010, 65005, 88180, 130010, 65005]],
'_AMT_trt1': [.0],
'_AMT_trt2': [.0]
},
}
start_time = time.time()
BASELINE_DIR = "./OUTPUT_BASELINE"
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
user_params = {'frisch': 0.41, 'start_year': 2016}
'''
------------------------------------------------------------------------
Run SS for Baseline first - so can run baseline and reform in parallel if want
------------------------------------------------------------------------
'''
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
kwargs = {
'output_base': output_base,
'baseline_dir': BASELINE_DIR,
'baseline': True,
'analytical_mtrs': False,
'age_specific': False,
'user_params': user_params,
'guid': '_base_flattax',
'run_micro': True
}
runner_SS(**kwargs)
'''
------------------------------------------------------------------------
Run baseline
------------------------------------------------------------------------
'''
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
kwargs = {
'output_base': output_base,
'baseline_dir': BASELINE_DIR,
'baseline': True,
'analytical_mtrs': False,
'age_specific': False,
'user_params': user_params,
'guid': '_base_flattax',
'run_micro': False
}
runner(**kwargs)
'''
------------------------------------------------------------------------
Run reforms
------------------------------------------------------------------------
'''
reforms = (reform0, reform1, reform2, reform3, reform4, reform5, reform6,
reform7, reform8, reform9)
counter = 0
for x in reforms:
print 'Running reform ', counter
REFORM_DIR = './OUTPUT_REFORM/' + str(counter) + '/'
reform = x
guid_iter = 'reform_' + str(counter)
output_base = REFORM_DIR
input_dir = REFORM_DIR
guid_iter = 'reform_' + str(counter)
kwargs = {
'output_base': output_base,
'baseline_dir': BASELINE_DIR,
'baseline': False,
'analytical_mtrs': False,
'age_specific': False,
'reform': reform,
'user_params': user_params,
'guid': guid_iter,
'run_micro': True
}
runner(**kwargs)
counter = counter + 1
print "total time was ", (time.time() - start_time)
def run_micro_macro(user_params):
reform0 = {
2016: {
'_II_rt1': [.09],
'_II_rt2': [.135],
'_II_rt3': [.225],
'_II_rt4': [.252],
'_II_rt5': [.297],
'_II_rt6': [.315],
'_II_rt7': [0.3564],
}, }
reform1 = {
2016: {
'_II_rt7': [0.35],
}, }
reform2 = {
2016: {
'_II_rt7': [0.34],
}, }
reform3 = {
2016: {
'_CG_rt3': [0.25],
}, }
reform4 = {
2016: {
'_CG_rt3': [0.24],
}, }
reform5 = {
2016: {
'_CG_rt3': [0.16],
}, }
reform6 = {
2016: {
'_STD': [ [6100*2, 12200*2, 6100*2, 8950*2, 12200*2, 6100*2, 1000*2],
[6200*2, 12400*2, 6200*2, 9100*2, 12400*2, 6200*2, 1000*2],
[6300*2, 12600*2, 6300*2, 9250*2, 12600*2, 6300*2, 1050*2]],
}, }
reform7 = {
2016: {
'_STD': [ [6100*2.1, 12200*2.1, 6100*2.1, 8950*2.1, 12200*2.1, 6100*2.1, 1000*2.1],
[6200*2.1, 12400*2.1, 6200*2.1, 9100*2.1, 12400*2.1, 6200*2.1, 1000*2.1],
[6300*2.1, 12600*2.1, 6300*2.1, 9250*2.1, 12600*2.1, 6300*2.1, 1050*2.1]],
}, }
reform8 = {
2016: {
'_II_rt3': [.15],
'_II_rt4': [.15],
'_II_rt5': [.15],
'_II_brk5':[[250000, 250000, 125000, 250000, 250000, 250000]]
}, }
reform9 = {
2016: {
'_STD': [[12600, 25200, 12600, 18600, 25300, 12600, 2100]],
'_II_brk1': [[27825, 55650, 27825, 39750, 55650, 27825]],
'_II_brk2': [[65005, 130010, 65005, 88180, 130010, 65005]],
'_AMT_trt1': [.0],
'_AMT_trt2': [.0]
},}
start_time = time.time()
BASELINE_DIR = "./OUTPUT_BASELINE"
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
user_params = {'frisch':0.41, 'start_year':2016}
'''
------------------------------------------------------------------------
Run SS for Baseline first - so can run baseline and reform in parallel if want
------------------------------------------------------------------------
'''
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
kwargs={'output_base':output_base, 'baseline_dir':BASELINE_DIR,
'baseline':True, 'analytical_mtrs':False, 'age_specific':False,
'user_params':user_params,'guid':'_base_flattax',
'run_micro':True}
runner_SS(**kwargs)
'''
------------------------------------------------------------------------
Run baseline
------------------------------------------------------------------------
'''
output_base = BASELINE_DIR
input_dir = BASELINE_DIR
kwargs={'output_base':output_base, 'baseline_dir':BASELINE_DIR,
'baseline':True, 'analytical_mtrs':False, 'age_specific':False,
'user_params':user_params,'guid':'_base_flattax',
'run_micro':False}
runner(**kwargs)
'''
------------------------------------------------------------------------
Run reforms
------------------------------------------------------------------------
'''
reforms = (reform0, reform1, reform2, reform3, reform4, reform5, reform6, reform7, reform8, reform9)
counter = 0
for x in reforms:
print 'Running reform ', counter
REFORM_DIR = './OUTPUT_REFORM/' + str(counter) + '/'
reform = x
guid_iter = 'reform_' + str(counter)
output_base = REFORM_DIR
input_dir = REFORM_DIR
guid_iter = 'reform_' + str(counter)
kwargs={'output_base':output_base, 'baseline_dir':BASELINE_DIR,
'baseline':False, 'analytical_mtrs':False, 'age_specific':False,
'reform':reform, 'user_params':user_params,'guid':guid_iter, 'run_micro':True}
runner(**kwargs)
counter = counter + 1
print "total time was ", (time.time() - start_time)