white space/indentation fix.

theano/compile/function_module.py

@@ -380,9 +380,9 @@ class Function(object):
                 finder[i] = c
                 finder[input.variable] = c
                 if input.name not in finder:
-                  finder[input.name] = c
+                    finder[input.name] = c
                 else:
-                  finder[input.name] = DUPLICATE
+                    finder[input.name] = DUPLICATE
                 if input.name is None:
                     n_unnamed_inputs += 1
                 else:
@@ -408,9 +408,9 @@ class Function(object):
                 finder[i] = f
                 finder[input] = f
                 if input.name not in finder:
-                  finder[input.name] = f
+                    finder[input.name] = f
                 else:
-                  finder[input.name] = DUPLICATE
+                    finder[input.name] = DUPLICATE
                 #backport
                 #finder[input.name] = f if input.name not in finder else DUPLICATE
                 #setters.append(f)
@@ -421,9 +421,9 @@ class Function(object):
                     finder[sin.variable] = c
                     finder[sin.name] = c
                     if sin.name not in finder:
-                      finder[sin.name] = c
+                        finder[sin.name] = c
                     else:
-                      finder[sin.name] = DUPLICATE
+                        finder[sin.name] = DUPLICATE
                     #backport
                     #finder[sin.name] = c if sin.name not in finder else DUPLICATE
                     inv_finder[c] = input
@@ -626,8 +626,8 @@ class Function(object):
 
         dt_call=time.time()-t0
         if hasattr(self.maker.mode,'fct_call_time'):
-          self.maker.mode.fct_call_time[self] += dt_call
-          self.maker.mode.fct_call[self] += 1
+            self.maker.mode.fct_call_time[self] += dt_call
+            self.maker.mode.fct_call[self] += 1
 
         self.maker.mode.call_time += dt_call
         self.maker.mode.fn_time += dt_fn
@@ -732,9 +732,9 @@ class SanityCheckFunction(Function):
                     if not self.check_equal(c1.value, c2.value):
                         name = c2.name
                         if name:
-                          the_name = name
+                            the_name = name
                         else:
-                          the_name = ""
+                            the_name = ""
                         raise ValueError("Input #%i%s using %s and %s differs."
                                          % (i,
                                             #backport
@@ -751,9 +751,9 @@ class SanityCheckFunction(Function):
                 if not self.check_equal(r1, r2):
                     name = c2.name
                     if name:
-                      the_name = name
+                        the_name = name
                     else:
-                     the_name = ""
+                        the_name = ""
                     raise ValueError("Variable #%i%s using %s and %s differs."
                                      % (i,
                                         #backport
@@ -987,12 +987,12 @@ class FunctionMaker(object):
 
 def _pickle_FunctionMaker(fm):
     if fm.return_none:
-      outputs = None
+        outputs = None
     else:
-      if fm.unpack_single:
-        outputs = fm.outputs[0]
-      else:
-        outputs = fm.outputs
+        if fm.unpack_single:
+            outputs = fm.outputs[0]
+        else:
+            outputs = fm.outputs
 
     #backport
     #outputs = None if fm.return_none else (fm.outputs[0] if fm.unpack_single else fm.outputs)
@@ -1086,10 +1086,10 @@ def orig_function(inputs, outputs, mode=None, accept_inplace = False, name=None)
                 # TODO This may need to be changed to use containers as defaults.
                 retval = []
                 for default in defaults:
-                  if isinstance(default, gof.Container):
-                    retval +=[copy.copy(default.value)]
-                  else:
-                    retval +=[copy.copy(default)]
+                    if isinstance(default, gof.Container):
+                        retval +=[copy.copy(default.value)]
+                    else:
+                        retval +=[copy.copy(default)]
                 return retval
                 #backport
                 #return [copy.copy(default.value) if isinstance(default, gof.Container) else
@@ -1111,9 +1111,9 @@ def orig_function(inputs, outputs, mode=None, accept_inplace = False, name=None)
     fn.name = name
 
     if hasattr(mode,'fct_call_time'):
-      mode.fct_call_time.setdefault(fn,0)
+        mode.fct_call_time.setdefault(fn,0)
     if hasattr(mode,'fct_call'):
-      mode.fct_call.setdefault(fn,0)
+        mode.fct_call.setdefault(fn,0)
 
     return fn
 
@@ -1226,4 +1226,3 @@ def get_info_on_inputs(named_inputs, n_unnamed_inputs):
                     get_plural(n_unnamed_inputs),
                     get_plural(n_unnamed_inputs)))
     return msg
-

theano/compile/mode.py

@@ -26,7 +26,7 @@ def check_equal(x, y):
     #I put the import here to allow using theano without scipy.
     import scipy.sparse as sp
     x, y = x[0], y[0]
-   
+
     # TODO: bug in current scipy, two sparse matrices are never equal, remove when moving to 0.7
     if sp.issparse(x):
         x = x.todense()
@@ -152,7 +152,7 @@ class PrintCurrentEnv(gof.Optimizer):
         theano.printing.debugprint(env.outputs)
 
 optdb = gof.SequenceDB()
-optdb.register('merge1', gof.MergeOptimizer(), 
+optdb.register('merge1', gof.MergeOptimizer(),
         0, 'fast_run', 'fast_compile')
 optdb.register('canonicalize', gof.EquilibriumDB(),         # rearranges elemwise expressions
         1, 'fast_run', 'fast_compile')
@@ -162,7 +162,7 @@ optdb.register('Print1.21', PrintCurrentEnv('Post-canonicalize'),
         1.21,)# 'fast_run', 'fast_compile')
 
 optdb.register('stabilize', gof.EquilibriumDB(),            # replace unstable subgraphs
-        1.5, 'fast_run')          
+        1.5, 'fast_run')
 optdb.register('Print1.51', PrintCurrentEnv('Post-stabilize'),
         1.51,) #'fast_run', 'fast_compile')
 optdb.register('specialize', gof.EquilibriumDB(),           # misc special cases for speed
@@ -175,7 +175,7 @@ optdb.register('specialize_device', gof.EquilibriumDB(),           # misc specia
         48.6, 'fast_run')#must be after gpu stuff at 48.5
 optdb.register('merge2', gof.MergeOptimizer(),              # especially constant merge
         49, 'fast_run')
-optdb.register('add_destroy_handler', AddDestroyHandler(), 
+optdb.register('add_destroy_handler', AddDestroyHandler(),
         49.5, 'fast_run', 'inplace')
 optdb.register('merge3', gof.MergeOptimizer(),              # final pass just to make sure
         100, 'fast_run')
@@ -196,7 +196,7 @@ class Mode(object):
     See predefined_linkers, predefined_optimizers and also
     predefined_modes.
     """
-    
+
     def __init__(self, linker = config.linker, optimizer = config.optimizer):
         self.__setstate__((linker, optimizer))
         #self.provided_optimizer - typically the `optimizer` arg.  But if the `optimizer` arg is
@@ -239,8 +239,8 @@ class Mode(object):
             linker = predefined_linkers[linker]
         if isinstance(optimizer, str) or optimizer is None:
             optimizer = predefined_optimizers[optimizer]
-        return (linker, optimizer)    
-                
+        return (linker, optimizer)
+
     def including(self, *tags):
         link, opt = self.get_linker_optimizer(self.provided_linker, self.provided_optimizer)
         #N.B. opt might be a Query instance, not sure what else it might be...
@@ -285,7 +285,7 @@ def get_mode(orig_string):
         #need to import later to break circular dependency.
         from profilemode import ProfileMode,prof_mode_instance_to_print
         from debugmode import DebugMode
-            
+
         ret = eval(string+'(linker=config.linker, optimizer=config.optimizer)')
 
     elif not predefined_modes.has_key(string):
@@ -318,4 +318,3 @@ def register_mode(name, mode):
     if name in predefined_modes:
         raise ValueError('Mode name already taken: %s' % name)
     predefined_modes[name] = mode
-