probcomp/bayeslite

BQLError when simulating MI of variable not in population throws NameError

Closed this issue · 5 comments

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-97-8b1168ac0f59> in <module>()
----> 1 get_ipython().magic(u'bql .density SIMULATE MUTUAL INFORMATION OF spending_health_per1 WITH predicted_gdp     GIVEN (gdp = 0)     USING 10 SAMPLES     FROM MODELS OF gapminder_monitor_p;')

/scratch/curlette/.pyenv/local/lib/python2.7/site-packages/IPython/core/interactiveshell.pyc in magic(self, arg_s)
   2144         magic_name, _, magic_arg_s = arg_s.partition(' ')
   2145         magic_name = magic_name.lstrip(prefilter.ESC_MAGIC)
-> 2146         return self.run_line_magic(magic_name, magic_arg_s)
   2147 
   2148     #-------------------------------------------------------------------------

/scratch/curlette/.pyenv/local/lib/python2.7/site-packages/IPython/core/interactiveshell.pyc in run_line_magic(self, magic_name, line)
   2065                 kwargs['local_ns'] = sys._getframe(stack_depth).f_locals
   2066             with self.builtin_trap:
-> 2067                 result = fn(*args,**kwargs)
   2068             return result
   2069 

/scratch/curlette/iventure/build/lib.linux-x86_64-2.7/iventure/magics.py in logged_cell_wrapper(self, line, cell)
    136             raw = self._retrieve_raw(line, cell)
    137             try:
--> 138                 output = func(self, line, cell)
    139             except:
    140                 exception = traceback.format_exc()

<decorator-gen-129> in bql(self, line, cell)

/scratch/curlette/.pyenv/local/lib/python2.7/site-packages/IPython/core/magic.pyc in <lambda>(f, *a, **k)
    186     # but it's overkill for just that one bit of state.
    187     def magic_deco(arg):
--> 188         call = lambda f, *a, **k: f(*a, **k)
    189 
    190         if callable(arg):

/scratch/curlette/iventure/build/lib.linux-x86_64-2.7/iventure/magics.py in bql(self, line, cell)
    299                 continue
    300             if cmd.startswith('.'):
--> 301                 result = self._cmd(cmd)
    302             else:
    303                 result = self._bql([cmd])

/scratch/curlette/iventure/build/lib.linux-x86_64-2.7/iventure/magics.py in _cmd(self, cmd, sql)
    340                 args = str.replace(args, m, '')
    341             args = str.strip(args)
--> 342             return self._PLTS[dot_command](self, args, sql=sql, **kwargs)
    343         else:
    344             sys.stderr.write('Unknown command: %s\n' % (dot_command,))

/scratch/curlette/iventure/build/lib.linux-x86_64-2.7/iventure/magics.py in _cmd_density(self, query, sql, **kwargs)
    422 
    423     def _cmd_density(self, query, sql=None, **kwargs):
--> 424         c = self._bdb.sql_execute(query) if sql else self._bdb.execute(query)
    425         df = utils_bql.cursor_to_df(c)
    426         utils_plot.density(df, **kwargs)

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/bayesdb.py in execute(self, string, bindings)
    226             bindings = ()
    227         return self._maybe_trace(
--> 228             self.tracer, self._do_execute, string, bindings)
    229 
    230     def _maybe_trace(self, tracer, meth, string, bindings):

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/bayesdb.py in _maybe_trace(self, tracer, meth, string, bindings)
    234         if tracer:
    235             tracer(string, bindings)
--> 236         return meth(string, bindings)
    237 
    238     def _qid(self):

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/bayesdb.py in _do_execute(self, string, bindings)
    275         else:
    276             raise ValueError('>1 phrase in string')
--> 277         cursor = bql.execute_phrase(self, phrase, bindings)
    278         return self._empty_cursor if cursor is None else cursor
    279 

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/bql.py in execute_phrase(bdb, phrase, bindings)
     63         out = compiler.Output(n_numpar, nampar_map, bindings)
     64         with bdb.savepoint():
---> 65             compiler.compile_query(bdb, phrase, out)
     66         winders, unwinders = out.getwindings()
     67         return execute_wound(bdb, winders, unwinders, out.getvalue(),

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in compile_query(bdb, query, out)
    213     :param Output out: output accumulator
    214     """
--> 215     _compile_query(bdb, query, BQLCompiler_None(), out)
    216 
    217 def _compile_query(bdb, query, bql_compiler, out):

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in _compile_query(bdb, query, bql_compiler, out)
    255         compile_simulate(bdb, query, out)
    256     elif isinstance(query, ast.SimulateModels):
--> 257         compile_simulate_models(bdb, query, bql_compiler, out)
    258     elif isinstance(query, ast.EstCols):
    259         compile_estcols(bdb, query, out)

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in compile_simulate_models(bdb, simmodels, bql_compiler, out)
    750         compile_simulate_models_1(
    751             bdb, simmodels.columns[0], population_id, generator_id, False,
--> 752             bql_compiler, out)
    753     else:
    754         # XXX For now, each of these will be independent estimates.

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in compile_simulate_models_1(bdb, selcol, population_id, generator_id, rowid_p, bql_compiler, out)
    820         out.write(' AND conditions = ')
    821         compile_simulate_constraints(
--> 822             bdb, exp.constraints, population_id, generator_id, out)
    823     if exp.nsamples is not None:
    824         out.write(' AND nsamples = ')

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in compile_simulate_constraints(bdb, constraints, population_id, generator_id, out)
    840         return lit.value
    841     assert all(isinstance(exp, ast.ExpLit) for _var, exp in constraints)
--> 842     mapped = {map_var(var): map_lit(exp.value) for var, exp in constraints}
    843     compile_string(bdb, json_dumps(mapped), out)
    844 

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in <dictcomp>((var, exp))
    840         return lit.value
    841     assert all(isinstance(exp, ast.ExpLit) for _var, exp in constraints)
--> 842     mapped = {map_var(var): map_lit(exp.value) for var, exp in constraints}
    843     compile_string(bdb, json_dumps(mapped), out)
    844 

/scratch/curlette/bayeslite/build/lib.linux-x86_64-2.7/bayeslite/compiler.py in map_var(var)
    831                 bdb, population_id, generator_id, var):
    832             raise BQLError(bdb, 'No such variable in population %r: %r' %
--> 833                 (simmodels.population, var))
    834         return core.bayesdb_variable_number(
    835             bdb, population_id, generator_id, var)

NameError: global name 'simmodels' is not defined
fsaad commented

Which branch/SHA? Does not seem this source is from master.

20170207-riastradh-estprob

fsaad commented

@curlette SHA of tip of branch at time of error is most informative.
@curlette Also pls provide MWE showing the query so I can reproduce.

@fsaad SHA 5f63cf2
MWE

%%bql 
SIMULATE MUTUAL INFORMATION OF <var_not_in_population> WITH <var_in_population> 
    FROM MODELS OF <population>;