pylearn: test_dataset.py annotate

annotate test_dataset.py @ 265:ae0a8345869b

commented junk in the default test (main function) of mlp_factory_approach so the test still works

author	Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca>
date	Wed, 04 Jun 2008 17:34:01 -0400
parents	2b91638a11d3
children	6e69fb91f3c0

rev	line source
51 59757365a057 the script can be autorun Frederic Bastien <bastienf@iro.umontreal.ca> parents: 45 diff changeset	1 #!/bin/env python
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	2 from dataset import *
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	3 from math import *
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	4 import numpy
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	5 from misc import *
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	6
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	7 def have_raised(to_eval, **var):
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	8 have_thrown = False
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	9 try:
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	10 eval(to_eval)
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	11 except :
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	12 have_thrown = True
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	13 return have_thrown
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	14
173 1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	15 def have_raised2(f, args, *kwargs):
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	16 have_thrown = False
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	17 try:
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	18 f(args, *kwargs)
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	19 except :
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	20 have_thrown = True
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	21 return have_thrown
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	22
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	23 def test1():
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	24 print "test1"
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	25 global a,ds
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	26 a = numpy.random.rand(10,4)
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	27 print a
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	28 ds = ArrayDataSet(a,{'x':slice(3),'y':3,'z':[0,2]})
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	29 print "len(ds)=",len(ds)
54 70147d00615a added assert Frederic Bastien <bastienf@iro.umontreal.ca> parents: 52 diff changeset	30 assert(len(ds)==10)
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	31 print "example 0 = ",ds[0]
54 70147d00615a added assert Frederic Bastien <bastienf@iro.umontreal.ca> parents: 52 diff changeset	32 # assert
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	33 print "x=",ds["x"]
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	34 print "x\|y"
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	35 for x,y in ds("x","y"):
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	36 print x,y
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	37 minibatch_iterator = ds.minibatches(fieldnames=['z','y'],n_batches=1,minibatch_size=3,offset=4)
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	38 minibatch = minibatch_iterator.__iter__().next()
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	39 print "minibatch=",minibatch
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	40 for var in minibatch:
a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	41 print "var=",var
48 b6730f9a336d Fixing MinibatchDataSet getitem bengioy@grenat.iro.umontreal.ca parents: 45 diff changeset	42 print "take a slice and look at field y",ds[1:6:2]["y"]
45 a5c70dc42972 Test functions for dataset.py bengioy@grenat.iro.umontreal.ca parents: diff changeset	43
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	44 del a,ds,x,y,minibatch_iterator,minibatch,var
2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	45
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	46 def test_iterate_over_examples(array,ds):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	47 #not in doc!!!
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	48 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	49 for example in range(len(ds)):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	50 assert (ds[example]['x']==array[example][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	51 assert ds[example]['y']==array[example][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	52 assert (ds[example]['z']==array[example][[0,2]]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	53 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	54 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	55 del example,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	56
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	57 # - for example in dataset:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	58 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	59 for example in ds:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	60 assert len(example)==3
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	61 assert (example['x']==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	62 assert example['y']==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	63 assert (example['z']==array[i][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	64 assert (numpy.append(example['x'],example['y'])==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	65 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	66 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	67 del example,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	68
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	69 # - for val1,val2,... in dataset:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	70 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	71 for x,y,z in ds:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	72 assert (x==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	73 assert y==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	74 assert (z==array[i][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	75 assert (numpy.append(x,y)==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	76 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	77 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	78 del x,y,z,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	79
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	80 # - for example in dataset(field1, field2,field3, ...):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	81 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	82 for example in ds('x','y','z'):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	83 assert len(example)==3
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	84 assert (example['x']==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	85 assert example['y']==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	86 assert (example['z']==array[i][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	87 assert (numpy.append(example['x'],example['y'])==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	88 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	89 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	90 del example,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	91 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	92 for example in ds('y','x'):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	93 assert len(example)==2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	94 assert (example['x']==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	95 assert example['y']==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	96 assert (numpy.append(example['x'],example['y'])==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	97 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	98 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	99 del example,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	100
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	101 # - for val1,val2,val3 in dataset(field1, field2,field3):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	102 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	103 for x,y,z in ds('x','y','z'):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	104 assert (x==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	105 assert y==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	106 assert (z==array[i][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	107 assert (numpy.append(x,y)==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	108 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	109 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	110 del x,y,z,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	111 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	112 for y,x in ds('y','x',):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	113 assert (x==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	114 assert y==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	115 assert (numpy.append(x,y)==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	116 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	117 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	118 del x,y,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	119
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	120 def test_minibatch_size(minibatch,minibatch_size,len_ds,nb_field,nb_iter_finished):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	121 ##full minibatch or the last minibatch
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	122 for idx in range(nb_field):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	123 test_minibatch_field_size(minibatch[idx],minibatch_size,len_ds,nb_iter_finished)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	124 del idx
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	125 def test_minibatch_field_size(minibatch_field,minibatch_size,len_ds,nb_iter_finished):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	126 assert len(minibatch_field)==minibatch_size or ((nb_iter_finished*minibatch_size+len(minibatch_field))==len_ds and len(minibatch_field)<minibatch_size)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	127
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	128 # - for minibatch in dataset.minibatches([field1, field2, ...],minibatch_size=N):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	129 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	130 mi=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	131 m=ds.minibatches(['x','z'], minibatch_size=3)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	132 assert isinstance(m,DataSet.MinibatchWrapAroundIterator)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	133 for minibatch in m:
161 60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	134 assert isinstance(minibatch,DataSetFields)
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	135 assert len(minibatch)==2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	136 test_minibatch_size(minibatch,m.minibatch_size,len(ds),2,mi)
161 60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	137 if type(ds)==ArrayDataSet:
60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	138 assert (minibatch[0][:,::2]==minibatch[1]).all()
60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	139 else:
162 45427d4d64b3 bugfix in test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 161 diff changeset	140 for j in xrange(len(minibatch[0])):
45427d4d64b3 bugfix in test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 161 diff changeset	141 (minibatch[0][j][::2]==minibatch[1][j]).all()
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	142 mi+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	143 i+=len(minibatch[0])
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	144 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	145 assert mi==4
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	146 del minibatch,i,m,mi
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	147
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	148 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	149 mi=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	150 m=ds.minibatches(['x','y'], minibatch_size=3)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	151 assert isinstance(m,DataSet.MinibatchWrapAroundIterator)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	152 for minibatch in m:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	153 assert len(minibatch)==2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	154 test_minibatch_size(minibatch,m.minibatch_size,len(ds),2,mi)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	155 mi+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	156 for id in range(len(minibatch[0])):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	157 assert (numpy.append(minibatch[0][id],minibatch[1][id])==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	158 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	159 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	160 assert mi==4
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	161 del minibatch,i,id,m,mi
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	162
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	163 # - for mini1,mini2,mini3 in dataset.minibatches([field1, field2, field3], minibatch_size=N):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	164 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	165 mi=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	166 m=ds.minibatches(['x','z'], minibatch_size=3)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	167 assert isinstance(m,DataSet.MinibatchWrapAroundIterator)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	168 for x,z in m:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	169 test_minibatch_field_size(x,m.minibatch_size,len(ds),mi)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	170 test_minibatch_field_size(z,m.minibatch_size,len(ds),mi)
164 3518710e16ec don't assume we have an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 162 diff changeset	171 for id in range(len(x)):
3518710e16ec don't assume we have an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 162 diff changeset	172 assert (x[id][::2]==z[id]).all()
3518710e16ec don't assume we have an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 162 diff changeset	173 i+=1
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	174 mi+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	175 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	176 assert mi==4
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	177 del x,z,i,m,mi
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	178 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	179 mi=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	180 m=ds.minibatches(['x','y'], minibatch_size=3)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	181 for x,y in m:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	182 test_minibatch_field_size(x,m.minibatch_size,len(ds),mi)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	183 test_minibatch_field_size(y,m.minibatch_size,len(ds),mi)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	184 mi+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	185 for id in range(len(x)):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	186 assert (numpy.append(x[id],y[id])==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	187 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	188 assert i==len(ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	189 assert mi==4
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	190 del x,y,i,id,m,mi
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	191
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	192 #not in doc
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	193 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	194 m=ds.minibatches(['x','y'],n_batches=1,minibatch_size=3,offset=4)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	195 assert isinstance(m,DataSet.MinibatchWrapAroundIterator)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	196 for x,y in m:
239 77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	197 assert len(x)==m.minibatch_size
77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	198 assert len(y)==m.minibatch_size
77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	199 for id in range(m.minibatch_size):
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	200 assert (numpy.append(x[id],y[id])==array[i+4]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	201 i+=1
239 77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	202 assert i==m.n_batches*m.minibatch_size
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	203 del x,y,i,id,m
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	204
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	205 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	206 m=ds.minibatches(['x','y'],n_batches=2,minibatch_size=3,offset=4)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	207 assert isinstance(m,DataSet.MinibatchWrapAroundIterator)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	208 for x,y in m:
239 77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	209 assert len(x)==m.minibatch_size
77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	210 assert len(y)==m.minibatch_size
77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	211 for id in range(m.minibatch_size):
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	212 assert (numpy.append(x[id],y[id])==array[i+4]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	213 i+=1
239 77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	214 assert i==m.n_batches*m.minibatch_size
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	215 del x,y,i,id,m
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	216
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	217 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	218 m=ds.minibatches(['x','y'],n_batches=20,minibatch_size=3,offset=4)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	219 assert isinstance(m,DataSet.MinibatchWrapAroundIterator)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	220 for x,y in m:
239 77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	221 assert len(x)==m.minibatch_size
77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	222 assert len(y)==m.minibatch_size
77b362a23f8e more general test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 236 diff changeset	223 for id in range(m.minibatch_size):
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	224 assert (numpy.append(x[id],y[id])==array[(i+4)%array.shape[0]]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	225 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	226 assert i==m.n_batches*m.minibatch_size
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	227 del x,y,i,id
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	228
240 97f35d586727 more test. Are we wanting to limit the size of minibatch to the size of the dataset? Frederic Bastien <bastienf@iro.umontreal.ca> parents: 239 diff changeset	229 #@todo: we can't do minibatch bigger then the size of the dataset???
97f35d586727 more test. Are we wanting to limit the size of minibatch to the size of the dataset? Frederic Bastien <bastienf@iro.umontreal.ca> parents: 239 diff changeset	230 assert have_raised2(ds.minibatches,['x','y'],n_batches=1,minibatch_size=len(array)+1,offset=0)
97f35d586727 more test. Are we wanting to limit the size of minibatch to the size of the dataset? Frederic Bastien <bastienf@iro.umontreal.ca> parents: 239 diff changeset	231 assert not have_raised2(ds.minibatches,['x','y'],n_batches=1,minibatch_size=len(array),offset=0)
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	232
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	233 def test_ds_iterator(array,iterator1,iterator2,iterator3):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	234 l=len(iterator1)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	235 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	236 for x,y in iterator1:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	237 assert (x==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	238 assert y==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	239 assert (numpy.append(x,y)==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	240 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	241 assert i==l
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	242 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	243 for y,z in iterator2:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	244 assert y==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	245 assert (z==array[i][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	246 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	247 assert i==l
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	248 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	249 for x,y,z in iterator3:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	250 assert (x==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	251 assert y==array[i][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	252 assert (z==array[i][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	253 assert (numpy.append(x,y)==array[i]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	254 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	255 assert i==l
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	256
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	257 def test_getitem(array,ds):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	258 def test_ds(orig,ds,index):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	259 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	260 assert len(ds)==len(index)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	261 for x,z,y in ds('x','z','y'):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	262 assert (orig[index[i]]['x']==array[index[i]][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	263 assert (orig[index[i]]['x']==x).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	264 assert orig[index[i]]['y']==array[index[i]][3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	265 assert orig[index[i]]['y']==y
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	266 assert (orig[index[i]]['z']==array[index[i]][0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	267 assert (orig[index[i]]['z']==z).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	268 i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	269 del i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	270 ds[0]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	271 if len(ds)>2:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	272 ds[:1]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	273 ds[1:1]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	274 ds[1:1:1]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	275 if len(ds)>5:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	276 ds[[1,2,3]]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	277 for x in ds:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	278 pass
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	279
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	280 #ds[:n] returns a dataset with the n first examples.
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	281 ds2=ds[:3]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	282 assert isinstance(ds2,DataSet)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	283 test_ds(ds,ds2,index=[0,1,2])
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	284 del ds2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	285
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	286 #ds[i1:i2:s]# returns a ds with the examples i1,i1+s,...i2-s.
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	287 ds2=ds[1:7:2]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	288 assert isinstance(ds2,DataSet)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	289 test_ds(ds,ds2,[1,3,5])
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	290 del ds2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	291
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	292 #ds[i]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	293 ds2=ds[5]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	294 assert isinstance(ds2,Example)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	295 assert have_raised("var['ds']["+str(len(ds))+"]",ds=ds) # index not defined
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	296 assert not have_raised("var['ds']["+str(len(ds)-1)+"]",ds=ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	297 del ds2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	298
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	299 #ds[[i1,i2,...in]]# returns a ds with examples i1,i2,...in.
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	300 ds2=ds[[4,7,2,8]]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	301 assert isinstance(ds2,DataSet)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	302 test_ds(ds,ds2,[4,7,2,8])
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	303 del ds2
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	304
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	305 #ds[fieldname]# an iterable over the values of the field fieldname across
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	306 #the ds (the iterable is obtained by default by calling valuesVStack
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	307 #over the values for individual examples).
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	308 assert have_raised("ds['h']") # h is not defined...
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	309 assert have_raised("ds[['x']]") # bad syntax
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	310 assert not have_raised("var['ds']['x']",ds=ds)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	311 isinstance(ds['x'],DataSetFields)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	312 ds2=ds['x']
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	313 assert len(ds['x'])==10
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	314 assert len(ds['y'])==10
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	315 assert len(ds['z'])==10
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	316 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	317 for example in ds['x']:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	318 assert (example==array[i][:3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	319 i+=1
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	320 assert i==len(ds)
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	321 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	322 for example in ds['y']:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	323 assert (example==array[i][3]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	324 i+=1
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	325 assert i==len(ds)
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	326 i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	327 for example in ds['z']:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	328 assert (example==array[i,0:3:2]).all()
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	329 i+=1
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	330 assert i==len(ds)
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	331 del ds2,i
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	332
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	333 #ds.<property># returns the value of a property associated with
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	334 #the name <property>. The following properties should be supported:
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	335 # - 'description': a textual description or name for the ds
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	336 # - 'fieldtypes': a list of types (one per field)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	337
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	338 #* ds1 \| ds2 \| ds3 == ds.hstack([ds1,ds2,ds3])#????
173 1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	339 #assert hstack([ds('x','y'),ds('z')])==ds
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	340 #hstack([ds('z','y'),ds('x')])==ds
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	341 assert have_raised2(hstack,[ds('x'),ds('x')])
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	342 assert have_raised2(hstack,[ds('y','x'),ds('x')])
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	343 assert not have_raised2(hstack,[ds('x'),ds('y')])
1255cd86df36 more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 169 diff changeset	344
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	345 # i=0
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	346 # for example in hstack([ds('x'),ds('y'),ds('z')]):
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	347 # example==ds[i]
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	348 # i+=1
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	349 # del i,example
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	350 #* ds1 & ds2 & ds3 == ds.vstack([ds1,ds2,ds3])#????
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	351
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	352 def test_fields_fct(ds):
2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	353 #@todo, fill correctly
2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	354 assert len(ds.fields())==3
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	355 i=0
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	356 v=0
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	357 for field in ds.fields():
2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	358 for field_value in field: # iterate over the values associated to that field for all the ds examples
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	359 v+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	360 i+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	361 assert i==3
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	362 assert v==3*10
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	363 del i,v
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	364
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	365 i=0
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	366 v=0
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	367 for field in ds('x','z').fields():
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	368 i+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	369 for val in field:
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	370 v+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	371 assert i==2
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	372 assert v==2*10
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	373 del i,v
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	374
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	375 i=0
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	376 v=0
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	377 for field in ds.fields('x','y'):
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	378 i+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	379 for val in field:
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	380 v+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	381 assert i==2
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	382 assert v==2*10
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	383 del i,v
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	384
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	385 i=0
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	386 v=0
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	387 for field_examples in ds.fields():
2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	388 for example_value in field_examples:
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	389 v+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	390 i+=1
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	391 assert i==3
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	392 assert v==3*10
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	393 del i,v
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	394
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	395 assert ds == ds.fields().examples()
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	396 assert len(ds('x','y').fields()) == 2
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	397 assert len(ds('x','z').fields()) == 2
c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	398 assert len(ds('y').fields()) == 1
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	399
168 c704a66706fe more test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 165 diff changeset	400 del field
194 0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	401 def test_all(array,ds):
0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	402 assert len(ds)==10
0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	403
0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	404 test_iterate_over_examples(array, ds)
0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	405 test_getitem(array, ds)
0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	406 test_ds_iterator(array,ds('x','y'),ds('y','z'),ds('x','y','z'))
0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	407 test_fields_fct(ds)
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	408
58 17729d7104fa added function test_ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 54 diff changeset	409 def test_ArrayDataSet():
17729d7104fa added function test_ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 54 diff changeset	410 #don't test stream
17729d7104fa added function test_ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 54 diff changeset	411 #tested only with float value
106 cf9bdb1d9656 added test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 104 diff changeset	412 #don't always test with y
cf9bdb1d9656 added test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 104 diff changeset	413 #don't test missing value
cf9bdb1d9656 added test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 104 diff changeset	414 #don't test with tuple
cf9bdb1d9656 added test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 104 diff changeset	415 #don't test proterties
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	416 print "test_ArrayDataSet"
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	417 a2 = numpy.random.rand(10,4)
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	418 ds = ArrayDataSet(a2,{'x':slice(3),'y':3,'z':[0,2]})###???tuple not tested
933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	419 ds = ArrayDataSet(a2,LookupList(['x','y','z'],[slice(3),3,[0,2]]))###???tuple not tested
58 17729d7104fa added function test_ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 54 diff changeset	420 #assert ds==a? should this work?
100 574f4db76022 restructuring and added test Frederic Bastien <bastienf@iro.umontreal.ca> parents: 96 diff changeset	421
194 0040ba0f0666 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 173 diff changeset	422 test_all(a2,ds)
169 051e07807554 added test for CachedDataSet(ds,cache_all_upon_construction=True) Frederic Bastien <bastienf@iro.umontreal.ca> parents: 168 diff changeset	423
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	424 del a2, ds
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	425
4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	426 def test_LookupList():
4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	427 #test only the example in the doc???
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	428 print "test_LookupList"
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	429 example = LookupList(['x','y','z'],[1,2,3])
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	430 example['x'] = [1, 2, 3] # set or change a field
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	431 x, y, z = example
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	432 x = example[0]
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	433 x = example["x"]
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	434 assert example.keys()==['x','y','z']
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	435 assert example.values()==[[1,2,3],2,3]
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	436 assert example.items()==[('x',[1,2,3]),('y',2),('z',3)]
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	437 example.append_keyval('u',0) # adds item with name 'u' and value 0
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	438 assert len(example)==4 # number of items = 4 here
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	439 example2 = LookupList(['v','w'], ['a','b'])
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	440 example3 = LookupList(['x','y','z','u','v','w'], [[1, 2, 3],2,3,0,'a','b'])
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	441 assert example+example2==example3
145 933db7ece663 make some function global to reuse them to test other dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 139 diff changeset	442 assert have_raised("var['x']+var['x']",x=example)
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	443
165 2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	444 del example, example2, example3, x, y ,z
2a12e7437c56 small refactoring Frederic Bastien <bastienf@iro.umontreal.ca> parents: 164 diff changeset	445
158 90104343c665 typo Frederic Bastien <bastienf@iro.umontreal.ca> parents: 157 diff changeset	446 def test_CachedDataSet():
148 a5329e719229 added test for CachedDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 145 diff changeset	447 print "test_CacheDataSet"
169 051e07807554 added test for CachedDataSet(ds,cache_all_upon_construction=True) Frederic Bastien <bastienf@iro.umontreal.ca> parents: 168 diff changeset	448 a = numpy.random.rand(10,4)
051e07807554 added test for CachedDataSet(ds,cache_all_upon_construction=True) Frederic Bastien <bastienf@iro.umontreal.ca> parents: 168 diff changeset	449 ds1 = ArrayDataSet(a,LookupList(['x','y','z'],[slice(3),3,[0,2]]))###???tuple not tested
148 a5329e719229 added test for CachedDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 145 diff changeset	450 ds2 = CachedDataSet(ds1)
a5329e719229 added test for CachedDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 145 diff changeset	451 ds3 = CachedDataSet(ds1,cache_all_upon_construction=True)
a5329e719229 added test for CachedDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 145 diff changeset	452
195 363752267470 typo Frederic Bastien <bastienf@iro.umontreal.ca> parents: 194 diff changeset	453 test_all(a,ds2)
363752267470 typo Frederic Bastien <bastienf@iro.umontreal.ca> parents: 194 diff changeset	454 test_all(a,ds3)
169 051e07807554 added test for CachedDataSet(ds,cache_all_upon_construction=True) Frederic Bastien <bastienf@iro.umontreal.ca> parents: 168 diff changeset	455
051e07807554 added test for CachedDataSet(ds,cache_all_upon_construction=True) Frederic Bastien <bastienf@iro.umontreal.ca> parents: 168 diff changeset	456 del a,ds1,ds2,ds3
148 a5329e719229 added test for CachedDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 145 diff changeset	457
a5329e719229 added test for CachedDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 145 diff changeset	458
161 60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	459 def test_DataSetFields():
60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	460 print "test_DataSetFields"
60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	461 raise NotImplementedError()
60e00cce3492 bugfix test in case it is not an ArrayDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 158 diff changeset	462
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	463 def test_ApplyFunctionDataSet():
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	464 print "test_ApplyFunctionDataSet"
202 b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	465 a = numpy.random.rand(10,4)
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	466 a2 = a+1
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	467 ds1 = ArrayDataSet(a,LookupList(['x','y','z'],[slice(3),3,[0,2]]))###???tuple not tested
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	468
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	469 ds2 = ApplyFunctionDataSet(ds1,lambda x,y,z: (x+1,y+1,z+1), ['x','y','z'],minibatch_mode=False)
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	470 ds3 = ApplyFunctionDataSet(ds1,lambda x,y,z: (numpy.array(x)+1,numpy.array(y)+1,numpy.array(z)+1),
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	471 ['x','y','z'],
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	472 minibatch_mode=True)
202 b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	473
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	474 test_all(a2,ds2)
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	475 test_all(a2,ds3)
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	476
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	477 del a,ds1,ds2,ds3
b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	478
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	479 def test_FieldsSubsetDataSet():
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	480 print "test_FieldsSubsetDataSet"
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	481 raise NotImplementedError()
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	482 def test_MinibatchDataSet():
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	483 print "test_MinibatchDataSet"
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	484 raise NotImplementedError()
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	485 def test_HStackedDataSet():
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	486 print "test_HStackedDataSet"
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	487 raise NotImplementedError()
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	488 def test_VStackedDataSet():
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	489 print "test_VStackedDataSet"
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	490 raise NotImplementedError()
84 aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	491 def test_ArrayFieldsDataSet():
aa9e786ee849 added function have_raised that evaluate the string in parameter and return true if the function have raised an exception Frederic Bastien <bastienf@iro.umontreal.ca> parents: 82 diff changeset	492 print "test_ArrayFieldsDataSet"
81 4b0859606d05 Added test for ArrayDataSet and LookUpList Frederic Bastien <bastienf@iro.umontreal.ca> parents: 66 diff changeset	493 raise NotImplementedError()
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	494
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	495
250 474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	496 def test_speed(array, ds):
474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	497 print "test_speed", ds.__class__
474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	498
230 4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	499 mat = numpy.random.rand(400,100)
250 474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	500
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	501 @print_timing
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	502 def f_array_full(a):
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	503 a+1
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	504 @print_timing
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	505 def f_array_index(a):
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	506 for id in range(a.shape[0]):
230 4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	507 # pass
4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	508 a[id]+1
4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	509 # a[id]*mat
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	510 @print_timing
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	511 def f_array_iter(a):
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	512 for r in a:
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	513 # pass
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	514 r+1
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	515 # r*mat
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	516 @print_timing
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	517 def f_ds_index(ds):
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	518 for id in range(len(ds)):
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	519 # pass
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	520 ds[id][0]+1
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	521 # ds[id][0]*mat
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	522 @print_timing
0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	523 def f_ds_iter(ds):
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	524 for ex in ds:
230 4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	525 # pass
4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	526 ex[0]+1
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	527 # a[0]*mat
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	528 @print_timing
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	529 def f_ds_mb1(ds,mb_size):
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	530 for exs in ds.minibatches(minibatch_size = mb_size):
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	531 for ex in exs:
230 4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	532 # pass
4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	533 ex[0]+1
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	534 # ex[0]*mat
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	535 @print_timing
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	536 def f_ds_mb2(ds,mb_size):
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	537 for exs in ds.minibatches(minibatch_size = mb_size):
230 4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	538 # pass
4d1bd2513e06 more test speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 229 diff changeset	539 exs[0]+1
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	540 # ex[0]*mat
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	541
250 474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	542 f_array_full(array)
474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	543 f_array_index(array)
474be3d12c23 make test_speed generic Frederic Bastien <bastienf@iro.umontreal.ca> parents: 246 diff changeset	544 f_array_iter(array)
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	545
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	546 f_ds_index(ds)
255 bf0a1ebc6e52 need to make multiple test do to cached dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 250 diff changeset	547 f_ds_index(ds)
bf0a1ebc6e52 need to make multiple test do to cached dataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 250 diff changeset	548 f_ds_iter(ds)
246 0fb75fdd727d better function name in test_speed Frederic Bastien <bastienf@iro.umontreal.ca> parents: 240 diff changeset	549 f_ds_iter(ds)
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	550
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	551 f_ds_mb1(ds,10)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	552 f_ds_mb1(ds,100)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	553 f_ds_mb1(ds,1000)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	554 f_ds_mb1(ds,10000)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	555 f_ds_mb2(ds,10)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	556 f_ds_mb2(ds,100)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	557 f_ds_mb2(ds,1000)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	558 f_ds_mb2(ds,10000)
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	559
d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	560
259 621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	561
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	562
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	563
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	564
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	565 #****************************************************************
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	566 # dummy tests, less powerful than the previous tests, but can work with any new weird dataset.
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	567 # Basically, emphasis is put on consistency, but it never checks the actual values.
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	568 # To be used as a checklist, or a first test, when creating a new dataset
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	569
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	570 def dummytest_all(ds) :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	571 """ Launches all the dummytests with a given dataset. """
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	572
260 792f81d65f82 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 259 diff changeset	573 dummytest1_basicstats(ds)
792f81d65f82 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 259 diff changeset	574 dummytest2_slicing(ds)
792f81d65f82 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 259 diff changeset	575 dummytest3_fields_iterator_consistency(ds)
259 621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	576
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	577
261 2b91638a11d3 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 260 diff changeset	578 def dummytest1_basicstats(ds) :
259 621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	579 """print basics stats on a dataset, like length"""
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	580
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	581 print 'len(ds) = ',len(ds)
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	582 print 'num fields = ', len(ds.fieldNames())
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	583 print 'types of field: ',
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	584 for k in ds.fieldNames() :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	585 print type(ds[0](k)[0]),
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	586 print ''
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	587
261 2b91638a11d3 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 260 diff changeset	588 def dummytest2_slicing(ds) :
2b91638a11d3 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 260 diff changeset	589 """test if slicing seems to works properly"""
259 621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	590 print 'testing slicing...',
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	591 sys.stdout.flush()
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	592
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	593 middle = len(ds) / 2
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	594 tenpercent = int(len(ds) * .1)
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	595 set1 = ds[:middle+tenpercent]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	596 set2 = ds[middle-tenpercent:]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	597 for k in range(tenpercent + tenpercent -1):
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	598 for k2 in ds.fieldNames() :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	599 if type(set1[middle-tenpercent+k](k2)[0]) == N.ndarray :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	600 for k3 in range(len(set1[middle-tenpercent+k](k2)[0])) :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	601 assert set1[middle-tenpercent+k](k2)[0][k3] == set2[k](k2)[0][k3]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	602 else :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	603 assert set1[middle-tenpercent+k](k2)[0] == set2[k](k2)[0]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	604 assert tenpercent > 1
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	605 set3 = ds[middle-tenpercent:middle+tenpercent:2]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	606 for k2 in ds.fieldNames() :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	607 if type(set2[2](k2)[0]) == N.ndarray :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	608 for k3 in range(len(set2[2](k2)[0])) :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	609 assert set2[2](k2)[0][k3] == set3[1](k2)[0][k3]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	610 else :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	611 assert set2[2](k2)[0] == set3[1](k2)[0]
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	612
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	613 print 'done'
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	614
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	615
261 2b91638a11d3 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 260 diff changeset	616 def dummytest3_fields_iterator_consistency(ds) :
2b91638a11d3 small debugging with dummytests Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 260 diff changeset	617 """test if the number of iterator corresponds to the number of fields, also do it for minibatches"""
259 621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	618 print 'testing fields/iterator consistency...',
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	619 sys.stdout.flush()
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	620
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	621 # basic test
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	622 maxsize = min(len(ds)-1,100)
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	623 for iter in ds[:maxsize] :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	624 assert len(iter) == len(ds.fieldNames())
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	625 if len(ds.fieldNames()) == 1 :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	626 print 'done'
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	627 return
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	628
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	629 # with minibatches iterator
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	630 ds2 = ds[:maxsize].minibatches([ds.fieldNames()[0],ds.fieldNames()[1]],minibatch_size=2)
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	631 for iter in ds2 :
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	632 assert len(iter) == 2
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	633
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	634 print 'done'
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	635
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	636
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	637
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	638
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	639
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	640
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	641
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	642
621faba17c60 created 'dummytests', tests that checks consistency of new weird datasets, where we can't compare with actual values in a matrix, for instance. Useful as a first debugging when creating a dataset Thierry Bertin-Mahieux <bertinmt@iro.umontreal.ca> parents: 255 diff changeset	643
157 e8c8022582f4 only exec the test if we are the main Frederic Bastien <bastienf@iro.umontreal.ca> parents: 149 diff changeset	644 if __name__=='__main__':
e8c8022582f4 only exec the test if we are the main Frederic Bastien <bastienf@iro.umontreal.ca> parents: 149 diff changeset	645 test1()
e8c8022582f4 only exec the test if we are the main Frederic Bastien <bastienf@iro.umontreal.ca> parents: 149 diff changeset	646 test_LookupList()
e8c8022582f4 only exec the test if we are the main Frederic Bastien <bastienf@iro.umontreal.ca> parents: 149 diff changeset	647 test_ArrayDataSet()
158 90104343c665 typo Frederic Bastien <bastienf@iro.umontreal.ca> parents: 157 diff changeset	648 test_CachedDataSet()
202 b9950ae5e54b Added test for ApplyFunctionDataset Frederic Bastien <bastienf@iro.umontreal.ca> parents: 195 diff changeset	649 test_ApplyFunctionDataSet()
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	650 #test_speed()
122 d3c72e412065 removed datat that should not be commited Frederic Bastien <bastienf@iro.umontreal.ca> parents: 116 diff changeset	651 #test pmat.py
229 d7250ee86f72 Added speed test for ArraDataSet Frederic Bastien <bastienf@iro.umontreal.ca> parents: 202 diff changeset	652

Mercurial > pylearn

annotate test_dataset.py @ 265:ae0a8345869b