def analyze(self, writing_output_file=False,
output_tables=False,
output_graphs=False,
dump_varset=None,
output_dump=False,
output_sqldb=False):
"""
Conduct tax analysis.
Parameters
----------
writing_output_file: boolean
whether or not to generate and write output file
output_tables: boolean
whether or not to generate and write distributional tables
to a text file
output_graphs: boolean
whether or not to generate and write HTML graphs of average
and marginal tax rates by income percentile
dump_varset: set
custom set of variables to include in dump and sqldb output;
None implies include all variables in dump and sqldb output
output_dump: boolean
whether or not to replace standard output with all input and
calculated variables using their Tax-Calculator names
output_sqldb: boolean
whether or not to write SQLite3 database with dump table
containing same output as written by output_dump to a csv file
Returns
-------
Nothing
"""
# pylint: disable=too-many-arguments,too-many-branches,too-many-locals
if self.puf_input_data and self.calc.reform_warnings:
warn = 'PARAMETER VALUE WARNING(S): {}\n{}{}' # pragma: no cover
print( # pragma: no cover
warn.format('(read documentation for each parameter)',
self.calc.reform_warnings,
'CONTINUING WITH CALCULATIONS...')
)
calc_base_calculated = False
if self.behavior_has_any_response:
self.calc = Behavior.response(self.calc_base, self.calc)
calc_base_calculated = True
else:
self.calc.calc_all()
if output_dump or output_sqldb:
# might need marginal tax rates
(mtr_paytax, mtr_inctax,
_) = self.calc.mtr(wrt_full_compensation=False,
calc_all_already_called=True)
else:
# definitely do not need marginal tax rates
mtr_paytax = None
mtr_inctax = None
# extract output if writing_output_file
if writing_output_file:
self.write_output_file(output_dump, dump_varset,
mtr_paytax, mtr_inctax)
self.write_doc_file()
# optionally write --sqldb output to SQLite3 database
if output_sqldb:
self.write_sqldb_file(dump_varset, mtr_paytax, mtr_inctax)
# optionally write --tables output to text file
if output_tables:
if not calc_base_calculated:
self.calc_base.calc_all()
calc_base_calculated = True
self.write_tables_file()
# optionally write --graphs output to HTML files
if output_graphs:
if not calc_base_calculated:
self.calc_base.calc_all()
calc_base_calculated = True
self.write_graph_files()
def analyze(self,
writing_output_file=False,
output_tables=False,
output_graphs=False,
output_ceeu=False,
dump_varset=None,
output_dump=False,
output_sqldb=False):
"""
Conduct tax analysis.
Parameters
----------
writing_output_file: boolean
whether or not to generate and write output file
output_tables: boolean
whether or not to generate and write distributional tables
to a text file
output_graphs: boolean
whether or not to generate and write HTML graphs of average
and marginal tax rates by income percentile
output_ceeu: boolean
whether or not to calculate and write to stdout standard
certainty-equivalent expected-utility statistics
dump_varset: set
custom set of variables to include in dump and sqldb output;
None implies include all variables in dump and sqldb output
output_dump: boolean
whether or not to replace standard output with all input and
calculated variables using their Tax-Calculator names
output_sqldb: boolean
whether or not to write SQLite3 database with dump table
containing same output as written by output_dump to a csv file
Returns
-------
Nothing
"""
# pylint: disable=too-many-arguments,too-many-branches
# in order to use print(), pylint: disable=superfluous-parens
if self.calc.policy.reform_warnings:
warn = 'PARAMETER VALUE WARNING(S): {}\n{}{}'
print(
warn.format('(read documentation for each parameter)',
self.calc.policy.reform_warnings,
'CONTINUING WITH CALCULATIONS...'))
calc_clp_calculated = False
if output_dump or output_sqldb:
# might need marginal tax rates
(mtr_paytax, mtr_inctax,
_) = self.calc.mtr(wrt_full_compensation=False)
else:
# definitely do not need marginal tax rates
mtr_paytax = None
mtr_inctax = None
if self.behavior_has_any_response:
self.calc = Behavior.response(self.calc_clp, self.calc)
calc_clp_calculated = True
else:
self.calc.calc_all()
# optionally conduct normative welfare analysis
if output_ceeu:
if self.behavior_has_any_response:
ceeu_results = 'SKIP --ceeu output because baseline and '
ceeu_results += 'reform cannot be sensibly compared\n '
ceeu_results += ' '
ceeu_results += 'when specifying "behavior" with --assump '
ceeu_results += 'option'
elif self.calc.total_weight() <= 0.:
ceeu_results = 'SKIP --ceeu output because '
ceeu_results += 'sum of weights is not positive'
else:
self.calc_clp.calc_all()
calc_clp_calculated = True
cedict = self.calc_clp.ce_aftertax_income(
self.calc,
custom_params=None,
require_no_agg_tax_change=False)
ceeu_results = TaxCalcIO.ceeu_output(cedict)
else:
ceeu_results = None
# extract output if writing_output_file
if writing_output_file:
self.write_output_file(output_dump, dump_varset, mtr_paytax,
mtr_inctax)
self.write_doc_file()
# optionally write --sqldb output to SQLite3 database
if output_sqldb:
self.write_sqldb_file(dump_varset, mtr_paytax, mtr_inctax)
# optionally write --tables output to text file
if output_tables:
if not calc_clp_calculated:
self.calc_clp.calc_all()
calc_clp_calculated = True
self.write_tables_file()
# optionally write --graphs output to HTML files
if output_graphs:
if not calc_clp_calculated:
self.calc_clp.calc_all()
calc_clp_calculated = True
self.write_graph_files()
# optionally write --ceeu output to stdout
if ceeu_results:
print(ceeu_results)
def analyze(self, writing_output_file=False,
output_tables=False,
output_graphs=False,
output_ceeu=False,
output_dump=False,
output_sqldb=False):
"""
Conduct tax analysis.
Parameters
----------
writing_output_file: boolean
whether or not to generate and write output file
output_tables: boolean
whether or not to generate and write distributional tables
to a text file
output_graphs: boolean
whether or not to generate and write HTML graphs of average
and marginal tax rates by income percentile
output_ceeu: boolean
whether or not to calculate and write to stdout standard
certainty-equivalent expected-utility statistics
output_dump: boolean
whether or not to replace standard output with all input and
calculated variables using their Tax-Calculator names
output_sqldb: boolean
whether or not to write SQLite3 database with dump table
containing same output as written by output_dump to a csv file
Returns
-------
Nothing
"""
# pylint: disable=too-many-arguments,too-many-branches
calc_clp_calculated = False
if output_dump or output_sqldb:
(mtr_paytax, mtr_inctax,
_) = self.calc.mtr(wrt_full_compensation=False)
else: # do not need marginal tax rates
mtr_paytax = None
mtr_inctax = None
if self.behavior_has_any_response:
self.calc = Behavior.response(self.calc_clp, self.calc)
calc_clp_calculated = True
else:
self.calc.calc_all()
# optionally conduct normative welfare analysis
if output_ceeu:
if self.behavior_has_any_response:
ceeu_results = 'SKIP --ceeu output because baseline and '
ceeu_results += 'reform cannot be sensibly compared\n '
ceeu_results += ' '
ceeu_results += 'when specifying "behavior" with --assump '
ceeu_results += 'option'
elif self.calc.records.s006.sum() <= 0.:
ceeu_results = 'SKIP --ceeu output because '
ceeu_results += 'sum of weights is not positive'
else:
self.calc_clp.calc_all()
calc_clp_calculated = True
cedict = ce_aftertax_income(self.calc_clp, self.calc,
require_no_agg_tax_change=False)
ceeu_results = TaxCalcIO.ceeu_output(cedict)
else:
ceeu_results = None
# extract output if writing_output_file
if writing_output_file:
self.write_output_file(output_dump, mtr_paytax, mtr_inctax)
# optionally write --sqldb output to SQLite3 database
if output_sqldb:
self.write_sqldb_file(mtr_paytax, mtr_inctax)
# optionally write --tables output to text file
if output_tables:
if not calc_clp_calculated:
self.calc_clp.calc_all()
calc_clp_calculated = True
self.write_tables_file()
# optionally write --graphs output to HTML files
if output_graphs:
if not calc_clp_calculated:
self.calc_clp.calc_all()
calc_clp_calculated = True
self.write_graph_files()
# optionally write --ceeu output to stdout
if ceeu_results:
print(ceeu_results) # pylint: disable=superfluous-parens