class SimpleAgent():
def __init__(self):
self.a = AtomSpace()
self.nodes = {}
# Initialize Scheme
scheme_preload = [
"opencog/atomspace/core_types.scm",
"opencog/scm/utilities.scm" ]
scheme.__init__(self.a)
for scheme_file in scheme_preload:
load_scm(self.a, scheme_file)
initialize_opencog(self.a)
#add 3 nodes with integer values
self.nodes[0] = self.a.add(types.ConceptNode, "0")
self.nodes[1] = self.a.add(types.ConceptNode, "1")
self.nodes[2] = self.a.add(types.ConceptNode, "2")
def performAction(self):
#randomly select a link from those available and add the nodes
fnode = self.a.add_node(types.GroundedSchemaNode, "py: sendValue")
current_link = self.a.add_link(types.ExecutionOutputLink, [
fnode,
self.a.add_link(types.ListLink, [self.nodes[randint(0,2)]])])
scheme_eval(self.a, '(cog-execute! (cog-atom %d))'%(current_link.handle_uuid()))
def remove(self):
# make sure this is called by the time script exits
finalize_opencog()
del self.a
class TestSpaceServer:
def setUp(self):
self._atomspace = AtomSpace()
self.space_server = SpaceServer(self._atomspace)
self.time_server = TimeServer(self._atomspace, self.space_server)
self.space_server.set_time_server(self.time_server)
def tearDown(self):
del self.space_server
del self._atomspace
def test_addMap(self):
map_atom = self.space_server.add_map(123456, "testmap", 1)
assert self._atomspace.get_name(map_atom) == "testmap"
def test_getMap(self):
map_atom = self.space_server.add_map(123456, "testmap", 1)
mapinstance = self.space_server.get_map(map_atom)
assert mapinstance.get_map_name() == "testmap"
def test_addAndRemoveMapInfo(self):
map_atom = self.space_server.add_map(123456, "testmap", 1)
object_atom = self._atomspace.add_node(types.StructureNode,"object111")
assert self.space_server.add_map_info(object_atom, map_atom,
False, False, 123456, 4, 5, 6) == True
map_instance = self.space_server.get_map(map_atom)
assert map_instance.get_block_location(object_atom) == (4, 5, 6)
self.space_server.remove_map_info(object_atom, map_atom, 234567)
assert map_instance.get_block_location(object_atom) == None
class TestTimeServer:
def setUp(self):
self._atomspace = AtomSpace()
self._spaceserver = SpaceServer(self._atomspace)
self._timeserver = TimeServer(self._atomspace, self._spaceserver)
self._spaceserver.set_time_server(self._timeserver)
def tearDown(self):
del self._spaceserver
del self._atomspace
def test_addTimeInfo(self):
objnode = self._atomspace.add_node(types.StructureNode, "object111")
at_time_link = self._timeserver.add_time_info(objnode, 123456)
assert objnode in self._atomspace.get_outgoing(at_time_link)
def setUp(self):
self.atomspace = AtomSpace()
scheme.__init__(self.atomspace)
for scheme_file in scheme_preload:
load_scm(self.atomspace, scheme_file)
# Define several animals and something of a different type as well
scheme_animals = \
'''
(InheritanceLink (ConceptNode "Frog") (ConceptNode "animal"))
(InheritanceLink (ConceptNode "Zebra") (ConceptNode "animal"))
(InheritanceLink (ConceptNode "Deer") (ConceptNode "animal"))
(InheritanceLink (ConceptNode "Spaceship") (ConceptNode "machine"))
'''
scheme_eval_h(self.atomspace, scheme_animals)
# Define a graph search query
bind_link_query = \
'''
(BindLink
;; The variable to be grounded
(VariableNode "$var")
(ImplicationLink
;; The pattern to be grounded
(InheritanceLink
(VariableNode "$var")
(ConceptNode "animal")
)
;; The grounding to be returned.
(VariableNode "$var")
)
)
'''
self.bindlink_handle = scheme_eval_h(self.atomspace, bind_link_query)
def setUp(self):
self.atomspace= AtomSpace()
__init__(self.atomspace)
data=["opencog/scm/config.scm",
"opencog/scm/core_types.scm",
"spacetime/spacetime_types.scm",
"opencog/nlp/types/nlp_types.scm",
"opencog/dynamics/attention/attention_types.scm",
"opencog/embodiment/embodiment_types.scm",
"opencog/reasoning/pln/pln_types.scm",
"opencog/scm/apply.scm",
"opencog/scm/file-utils.scm",
"opencog/scm/persistence.scm",
#"opencog/scm/repl-shell.scm",
"opencog/scm/utilities.scm",
"opencog/scm/av-tv.scm",
"opencog/nlp/scm/type-definitions.scm",
"opencog/nlp/scm/config.scm",
"opencog/nlp/scm/file-utils.scm",
"opencog/nlp/scm/nlp-utils.scm",
"opencog/nlp/scm/disjunct-list.scm",
"opencog/nlp/scm/processing-utils.scm",
]
for item in data:
status=load_scm(self.atomspace, item)
self.hobbsAgent=HobbsAgent()
def setUp(self):
self.atomspace = AtomSpace()
# Get the config file name in a manner not dependent on the
# starting working directory.
full_path = os.path.realpath(__file__)
config_file_name = os.path.dirname(full_path) + "/bindlink_test.conf"
# Initialize Python
initialize_opencog(self.atomspace, config_file_name)
# Define several animals and something of a different type as well
InheritanceLink( ConceptNode("Frog"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Zebra"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Deer"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Spaceship"), ConceptNode("machine"))
# Define a graph search query
self.bindlink_handle = \
BindLink(
# The variable node to be grounded.
VariableNode("$var"),
# The pattern to be grounded.
ImplicationLink(
InheritanceLink(
VariableNode("$var"),
ConceptNode("animal")
),
# The grounding to be returned.
VariableNode("$var")
)
# bindlink needs a handle
).h
def setUp(self):
self.atomspace= AtomSpace()
scheme_eval(self.atomspace, "(add-to-load-path \"/usr/local/share/opencog/scm\")")
scheme_eval(self.atomspace, "(use-modules (opencog))")
scheme_eval(self.atomspace, "(use-modules (opencog atom-types))")
scheme_eval(self.atomspace, "(use-modules (opencog query))")
data=["opencog/scm/config.scm",
"opencog/scm/core_types.scm",
"opencog/scm/apply.scm",
"opencog/scm/file-utils.scm",
"opencog/scm/utilities.scm",
"opencog/scm/av-tv.scm",
"opencog/nlp/scm/type-definitions.scm",
"opencog/nlp/scm/config.scm",
"opencog/nlp/scm/file-utils.scm",
"opencog/nlp/scm/nlp-utils.scm",
"opencog/nlp/scm/disjunct-list.scm",
"opencog/nlp/scm/processing-utils.scm",
]
for item in data:
status=load_scm(self.atomspace, item)
# print "load status=", status, " item=", item
self.hobbsAgent=HobbsAgent()
def setUp(self):
self.atomspace = AtomSpace()
resolution = 1
floor_height = -255
agent_height = 1.6
self.testmap = Octree3DMapManager.init_new_map(self.atomspace, "testmap", resolution,
floor_height, agent_height)
def setUp(self):
self.a = AtomSpace()
self.x1 = self.a.add(t.ConceptNode,"test1")
self.x2 = self.a.add(t.ConceptNode,"test2")
self.l1 = self.a.add(t.Link, out=[self.x1,self.x2])
self.l2 = self.a.add(t.Link, out=[self.l1,self.x2])
print 'l1', self.l1
def setUp(self):
self.atomspace= AtomSpace()
scheme_eval(self.atomspace, "(add-to-load-path \"/usr/local/share/opencog/scm\")")
scheme_eval(self.atomspace, "(use-modules (opencog))")
scheme_eval(self.atomspace, "(use-modules (opencog query))")
scheme_eval(self.atomspace, "(use-modules (opencog nlp))")
self.hobbsAgent=HobbsAgent()
class TestTimeServer:
def setUp(self):
self._atomspace = AtomSpace()
self._spaceserver = SpaceServer(self._atomspace)
self._timeserver = TimeServer(self._atomspace, self._spaceserver)
self._spaceserver.set_time_server(self._timeserver)
def tearDown(self):
del self._spaceserver
del self._atomspace
def test_addTimeInfo(self):
objnode = self._atomspace.add_node(types.StructureNode, "object111")
at_time_link = self._timeserver.add_time_info(objnode, 123456)
assert objnode in at_time_link.out
def setUp(self):
self.atomspace = AtomSpace()
print "setUp - atomspace = ", self.atomspace
# Get the config file name in a manner not dependent on the
# starting working directory.
full_path = os.path.realpath(__file__)
config_file_name = os.path.dirname(full_path) + "/bindlink_test.conf"
# Initialize Python
initialize_opencog(self.atomspace, config_file_name)
# Define several animals and something of a different type as well
InheritanceLink(ConceptNode("Frog"), ConceptNode("animal"))
InheritanceLink(ConceptNode("Zebra"), ConceptNode("animal"))
InheritanceLink(ConceptNode("Deer"), ConceptNode("animal"))
InheritanceLink(ConceptNode("Spaceship"), ConceptNode("machine"))
# Define a graph search query
self.bindlink_handle = \
BindLink(
# The variable node to be grounded.
VariableNode("$var"),
# The pattern to be grounded.
ImplicationLink(
InheritanceLink(
VariableNode("$var"),
ConceptNode("animal")
),
# The grounding to be returned.
VariableNode("$var")
)
# bindlink needs a handle
).h
def test_load_scm_file():
# load a scm file
a = AtomSpace()
load_scm_file(a, "./test/scm/test_load_scm_file.scm")
#load_scm_file(a, "./air.scm")
# output atomspace to file "diff_log"
output_atomspace(a, "py_atomspace.log")
# compare output with output of atomspace loaded with cogserver
if rough_compare_files(
"py_atomspace.log",
"./test/log/server_atomspace.log") and rough_compare_files(
"./test/log/server_atomspace.log", "py_atomspace.log"):
log.info("test passed!")
else:
log.info("test failed!")
def load_atomspace():
"""
loads atomspace with knowledge bases and annotation scheme functions found in scm directory.
:return: atomspace instance
"""
atomspace = AtomSpace()
logger.info("Loading Atoms")
print("loading atoms")
scheme_eval(atomspace, '(primitive-load "{}")'.format(config.OPENCOG_DEPS_PATH))
print("initial atoms:" + scheme_eval(atomspace, "(count-all)").decode("utf-8"))
atomspace = load_datasets(atomspace)
atomspace = apply_pln(atomspace)
print("after datasets:" +scheme_eval(atomspace, "(count-all)").decode("utf-8"))
print("done")
logger.info("Atoms loaded!")
return atomspace
def __init__(self):
self.a = AtomSpace()
self.nodes = {}
# Initialize Scheme
scheme_preload = [
"opencog/atomspace/core_types.scm",
"opencog/scm/utilities.scm" ]
scheme.__init__(self.a)
for scheme_file in scheme_preload:
load_scm(self.a, scheme_file)
initialize_opencog(self.a)
#add 3 nodes with integer values
self.nodes[0] = self.a.add(types.ConceptNode, "0")
self.nodes[1] = self.a.add(types.ConceptNode, "1")
self.nodes[2] = self.a.add(types.ConceptNode, "2")
def test_cartpole():
env = gym.make("CartPole-v1")
# Set main atomspace
atomspace = AtomSpace()
set_default_atomspace(atomspace)
# Wrap environment
wrapped_env = CartPoleWrapper(env, atomspace)
# Instantiate CartPoleAgent, and tune parameters
cpa = FixedCartPoleAgent(wrapped_env, atomspace)
cpa.delta = 1.0e-16
# Run control loop
while not cpa.control_cycle():
time.sleep(0.1)
def run(self):
atomspace = AtomSpace()
scheme_clear=\
"""
(clear)
"""
scheme_code=\
"""
(load-scm-from-file "/home/mahlet/webCodes/moses_result.scm")
"""
scheme_eval(atomspace, scheme_clear)
scheme_eval(atomspace, scheme_code)
#start the REST API
IP_ADDRESS = '0.0.0.0'
PORT = 5000
api = RESTAPI(atomspace)
api.run(host=IP_ADDRESS, port=PORT)
def do_test(prep, test, description, op_time_adjustment):
"""Runs tests and prints the test name and performance"""
if not args.columns:
print description
if (test != None):
total_time = 0
total_ops = 0
for i in xrange(test_iterations):
# Prep the test
atomspace = AtomSpace()
prep_result = prep(atomspace)
# Time the test
start = time.time()
ops = test(atomspace, prep_result)
finish = time.time()
# Add the time and ops for this iteration
total_time += finish - start
total_ops += ops
average_time = total_time / test_iterations
average_ops = total_ops / test_iterations
adjusted_time = average_time - (ops * op_time_adjustment)
# Print timing results
if args.verbose:
time_string = "{0:.03f}".format(adjusted_time)
print " Total: {0: >12}s".format(time_string)
test_ops = "{0:,d}".format(int(average_ops))
print " Ops: {0: >12}".format(test_ops)
op_time = "{0:.03f}".format(adjusted_time * 1000000 / ops)
ops_sec = "{0:,d}".format(int(ops / adjusted_time))
if args.columns:
print "{0: <40} {1: >12}µs {2: >15}".format(
description, op_time, ops_sec)
else:
print " Op time: {0: >12}µs".format(op_time)
print " Ops/sec: {0: >12}".format(ops_sec)
print
def main():
path_query = 'query.scm'
path_data = 'data.scm'
atomspace = AtomSpace()
initialize_opencog(atomspace)
storage = Storage()
index = Index(storage)
with tmp_atomspace() as tmp:
imp = ImplicationLink(VariableNode("C"), VariableNode("B"))
# GetLink returns only bindings for variables
pat = BindLink(imp, imp)
index.add_pattern(pat)
with tmp_atomspace() as tmp:
base = open(path_data).read()
data = scheme_eval_h(tmp, base)
index.add_data(data)
query = open(path_query).read()
q = scheme_eval_h(tmp, query)
result = index.query(tmp, q)
print(result)
class UtilitiesTest(TestCase):
def setUp(self):
self.atomspace = AtomSpace()
def tearDown(self):
del self.atomspace
def test_initialize_finalize(self):
initialize_opencog(self.atomspace)
finalize_opencog()
def test_fast_load(self):
gen_atoms(self.atomspace)
with tempfile.TemporaryDirectory() as tmpdirname:
tmp_file = os.path.join(tmpdirname, 'tmp.scm')
write_sorted_file(tmp_file, self.atomspace)
new_space = AtomSpace()
load_file(tmp_file, new_space)
self.assertTrue(len(new_space) == len(self.atomspace))
# files should be binary equal
new_tmp = os.path.join(tmpdirname, 'tmp1.scm')
write_sorted_file(new_tmp, new_space)
self.assertTrue(filecmp.cmp(tmp_file, new_tmp, shallow=False), "files are not equal")
checklist = """(ListLink(ConceptNode "vfjv\\"jnvfé")
(ConceptNode "conceptIR~~gF\\",KV")
(ConceptNode "вверху плыли редкие облачка"))"""
with open(tmp_file, 'wt') as f:
f.write(checklist)
new_space1 = AtomSpace()
load_file(tmp_file, new_space1)
self.assertTrue(len(new_space1) == 4)
def test_is_closed(self):
A = self.atomspace.add_node(types.ConceptNode, 'A')
B = self.atomspace.add_node(types.ConceptNode, 'B')
X = self.atomspace.add_node(types.VariableNode, '$X')
AB = self.atomspace.add_link(types.InheritanceLink, [A, B])
AX = self.atomspace.add_link(types.InheritanceLink, [A, X])
self.assertTrue(is_closed(AB))
self.assertFalse(is_closed(AX))
def test_get_free_variables(self):
A = self.atomspace.add_node(types.ConceptNode, 'A')
X = self.atomspace.add_node(types.VariableNode, '$X')
AX = self.atomspace.add_link(types.InheritanceLink, [A, X])
self.assertEqual(get_free_variables(AX), [X])
def __init__(self, atomspace=None):
if not atomspace:
atomspace = AtomSpace()
self.a = self.atomspace = atomspace
#hmmmm.. is this needed? not sure where it came from
__init__(self.atomspace)
# To run this script outside of the cogserver required
# adding the 'add_type' python binding in cython, which i have not yet
# requested to be pulled to the project repo.
# See https://github.com/opencog/agi-bio/tree/master/bioscience for
# instructions on how to add the custom bio atom types and use config to
# load when the cogserver starts up
# if not is_defined('GeneNode'):
# types.GeneNode = add_type(types.ConceptNode, 'GeneNode')
# if not is_defined('ProteinNode'):
# types.ProteinNode = add_type(types.ConceptNode, 'ProteinNode')
# geneset (dicrect) members cache
self.set_members_dict = {}
# geneset members including descendents cache
self.set_members_with_descendents_dict = {}
# member genesets cache
self.member_sets_dict = {}
# subset relationship truth value dictionary cache
self.subset_values = {}
# dict of importance score for a generated relationship link
self.relationship_importance_score = {}
#dict of category ancestors
self.category_ancestors = {}
self.scheme_loaded = False
class TreeTest(TestCase):
def setUp(self):
self.a = AtomSpace()
self.x1 = self.a.add(t.ConceptNode,"test1")
self.x2 = self.a.add(t.ConceptNode,"test2")
self.l1 = self.a.add(t.Link, out=[self.x1,self.x2])
self.l2 = self.a.add(t.Link, out=[self.l1,self.x2])
print 'l1', self.l1
def tearDown(self):
del self.a
def test_atom_tree(self):
node_tree = tree.tree_from_atom(self.x1)
self.assertEquals(node_tree.is_leaf(), True)
def test_link_tree(self):
l_tree = tree.tree_from_atom(self.l1)
self.assertEquals(l_tree.is_leaf(), False)
# should be something like ('Link', 17, 18)
x = l_tree.to_tuple()
self.assertEquals(len(x), 3 )
def test_link_to_link_tree(self):
l_tree = tree.tree_from_atom(self.l2)
self.assertEquals(l_tree.is_leaf(), False)
# should be something like ('Link', ('Link', 13, 14), 14)
x = l_tree.to_tuple()
self.assertEquals(len(x), 3)
self.assertEquals(len(x[1]), 3)
self.assertEquals(x[1][2], x[2])
def test_compare(self):
l_tree1 = tree.tree_from_atom(self.l1)
l_tree = tree.tree_from_atom(self.l2)
self.assertEquals(l_tree1 > l_tree, False)
self.assertEquals(l_tree1 < l_tree, True)
def test_coerce_tree(self):
node_tree = tree.tree_from_atom(self.x1)
print str(node_tree)
self.assertEquals(tree.coerce_tree(node_tree),node_tree)
self.assertEquals(tree.coerce_tree(self.x1),node_tree)
self.assertEquals(tree.coerce_tree("tree").op,"tree")
def test_is_variable(self):
var_tree = tree.Var(1)
self.assertEquals(var_tree.is_variable(),True)
node_tree = tree.T(self.x1)
self.assertEquals(node_tree.is_variable(),False)
def test_unify(self):
T = tree.T
V = tree.Var
x1_template = T(self.x1)
x1_tree = tree.tree_from_atom(self.x1)
s = tree.unify(x1_template, x1_tree, {})
self.assertEquals(s, {})
x2_template = T(self.x2)
s = tree.unify(x2_template, x1_tree, {})
self.assertEquals(s, None)
all_template = V(1)
l2_tree = tree.tree_from_atom(self.l2)
s = tree.unify(all_template, l2_tree, {})
s_correct = {all_template : l2_tree}
self.assertEquals(s, s_correct)
t1 = V(1)
t2 = V(2)
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1):V(2)})
t1 = V(1)
t2 = V(2)
s_correct = {V(1):V(2)}
s = tree.unify(t1, t2, s_correct)
self.assertEquals(s, s_correct)
t1 = T('blah',V(1))
t2 = T('blah',V(2))
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1):V(2)})
t1 = T('blah',V(1), V(2))
t2 = T('blah',V(3), V(4))
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1):V(3), V(2):V(4)})
t1 = T('blah',V(1), V(1))
t2 = T('blah',V(2), V(2))
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1):V(2)})
def test_find_conj(self):
conj = (tree.tree_from_atom(self.l1), tree.tree_from_atom(self.l2))
matches = tree.find_conj(conj, self.a.get_atoms_by_type(t.Atom))
self.assertEquals(len(matches), 1)
if len(matches) == 1:
first = matches[0]
self.assertEquals(first.subst, {})
self.assertEquals(first.atoms, [self.l1, self.l2])
# Test whether find_conj can be used to find atoms for Psi Rules. That is not actually done in the code, but could be useful as an alternative approach.
# (This may be obsolete; an even better approach would be to use find_matching_conjunctions)
def test_find_conj2(self):
a = self.a
conj = (
a.add(t.AtTimeLink, out=[a.add(t.TimeNode, '11210347010'), a.add(t.EvaluationLink, out=[a.add(t.PredicateNode, 'increased'), a.add(t.ListLink, out=[a.add(t.EvaluationLink, out=[a.add(t.PredicateNode, 'EnergyDemandGoal'), a.add(t.ListLink, out=[])])])])]),
a.add(t.AtTimeLink, out=[a.add(t.TimeNode, '11210347000'), a.add(t.EvaluationLink, out=[a.add(t.PredicateNode, 'actionDone'), a.add(t.ListLink, out=[a.add(t.ExecutionLink, out=[a.add(t.GroundedSchemaNode, 'eat'), a.add(t.ListLink, out=[a.add(t.AccessoryNode, 'id_-54646')])])])])]),
a.add(t.SequentialAndLink, out=[a.add(t.TimeNode, '11210347000'), a.add(t.TimeNode, '11210347010')])
)
conj = tuple(map(tree.tree_from_atom, conj))
res = tree.find_conj(conj,a.get_atoms_by_type(t.Atom))
def test_find_conj3(self):
a = self.a
t1 = tree.atom_from_tree(tree.new_var(), a)
t2 = tree.atom_from_tree(tree.new_var(), a)
action = tree.atom_from_tree(tree.new_var(), a)
goal = tree.atom_from_tree(tree.new_var(), a)
conj = (
a.add(t.AtTimeLink, out=[t1, a.add(t.EvaluationLink, out=[a.add(t.PredicateNode, 'actionDone'), action])]),
a.add(t.AtTimeLink, out=[t2, a.add(t.EvaluationLink, out=[a.add(t.PredicateNode, 'increased'), a.add(t.ListLink, out=[a.add(t.EvaluationLink, out=[goal, a.add(t.ListLink, out=[])])])])]),
a.add(t.SequentialAndLink, out=[a.add(t.TimeNode, '11210347000'), a.add(t.TimeNode, '11210347010')])
)
conj = tuple(map(tree.tree_from_atom, conj))
res = tree.find_conj(conj,a.get_atoms_by_type(t.Atom))
def test_apply_rule(self):
atoms = [self.l1, self.l2]
# This is supposed to look up all Atoms of (exactly) type 'Link', and return their first outgoing atom
link_template = tree.T('Link', 1, 2)
first = tree.Var(1)
result_trees = tree.apply_rule(link_template, first, atoms)
result_correct = map(tree.tree_from_atom, [self.x1, self.l1])
self.assertEquals(result_trees, result_correct)
def test_standardize_apart(self):
var1, var2 = tree.Var(1), tree.Var(2)
tr1 = tree.T('ListLink', var1, var2)
tr2 = tree.standardize_apart(tr1)
print tr1
print tr2
self.assertNotEquals(tree.unify(tr1, tr2, {}), None)
var1_new, var2_new = tr2.args
self.assertNotEquals(var1_new, var2_new)
assert var1_new not in [var1, var2]
assert var2_new not in [var1, var2]
def test_canonical_trees(self):
conj = (
tree.T('ListLink', 1, 2),
tree.T('ListLink', 2, 3)
)
canon = tree.canonical_trees(conj)
print canon
class AtomSpaceTest(TestCase):
def setUp(self):
self.space = AtomSpace()
def tearDown(self):
del self.space
def test_add_node(self):
a1 = self.space.add_node(types.Node, "test")
self.assertTrue(a1)
# duplicates resolve to same handle
a2 = self.space.add_node(types.Node, "test")
self.assertEquals(a1, a2)
# Should fail when intentionally adding bad type
# self.assertRaises(RuntimeError, self.space.add_node(types.Link, "test"))
caught = False
try:
self.space.add_node(types.Link, "test")
except RuntimeError:
caught = True
self.assertEquals(caught, True)
# test adding with a truthvalue
a3 = self.space.add_node(types.Node, "test_w_tv", TruthValue(0.5, 100))
self.assertEquals(self.space.size(), 2)
# test adding with prefixed node
a1 = self.space.add_node(types.Node, "test", prefixed=True)
a2 = self.space.add_node(types.Node, "test", prefixed=True)
self.assertNotEqual(a1, a2)
self.assertEquals(self.space.size(), 4)
a3 = self.space.add_node(types.Node, "test", TruthValue(0.5, 100), prefixed=True)
self.assertNotEqual(a1, a3)
self.assertEquals(self.space.size(), 5)
# tests with bad parameters
# test with not a proper truthvalue
self.assertRaises(TypeError, self.space.add_node, types.Node, "test", 0, True)
# test with bad type
self.assertRaises(TypeError, self.space.add_node, "ConceptNode", "test", TruthValue(0.5, 100))
def test_add_link(self):
n1 = self.space.add_node(types.Node, "test1")
n2 = self.space.add_node(types.Node, "test2")
l1 = self.space.add_link(types.Link, [n1, n2])
self.assertTrue(l1 is not None)
l2 = self.space.add_link(types.Link, [n1, n2])
self.assertTrue(l2 is not None)
self.assertTrue(l2 == l1)
n3 = self.space.add_node(types.Node, "test3")
l3 = self.space.add_link(types.Link, [n1, n3], TruthValue(0.5, 100))
self.assertTrue(l3 is not None)
# Test with a handle instead of atom
l4 = self.space.add_link(types.Link, [n2.h, n3], TruthValue(0.5, 100))
self.assertTrue(l4 is not None)
# Should fail when adding an intentionally bad type
caught = False
try:
l1 = self.space.add_link(types.Node, [n1, n3])
except RuntimeError:
caught = True
self.assertEquals(caught, True)
def test_is_valid(self):
h1 = self.space.add_node(types.Node, "test1")
# check with Handle object
self.assertTrue(self.space.is_valid(h1.h))
# check with raw UUID
self.assertTrue(self.space.is_valid(h1.h.value()))
# check with bad UUID
self.assertFalse(self.space.is_valid(2919))
# check with bad type
self.assertRaises(TypeError, self.space.is_valid, "test")
def test_truth_value(self):
# check attributes come back as assigned
tv = TruthValue(0.5, 100)
self.assertEqual(tv.mean, 0.5)
self.assertEqual(tv.count, 100)
# test confidence
self.assertAlmostEqual(tv.confidence, 0.1111, places=4)
# test string representation
self.assertEqual(str(tv), "(stv 0.500000 0.111111)")
# check equality
tv2 = TruthValue(0.5, 100)
tv3 = TruthValue(0.6, 100)
self.assertTrue(tv == tv2)
self.assertFalse(tv == tv3)
def test_get_by_name_and_type(self):
n1 = self.space.add_node(types.Node, "test")
n2 = self.space.add_node(types.ConceptNode, "test")
n3 = self.space.add_node(types.PredicateNode, "test")
# test recursive subtypes
result = self.space.get_atoms_by_name(types.Node, "test")
self.assertTrue(n1 in result)
self.assertTrue(n2 in result)
self.assertTrue(n3 in result)
# test non-recursive subtype
result = self.space.get_atoms_by_name(types.Node, "test", subtype=False)
self.assertTrue(n1 in result)
self.assertTrue(n2 not in result)
self.assertTrue(n3 not in result)
# test empty
result = self.space.get_atoms_by_name(types.AnchorNode, "test", subtype=False)
self.assertEqual(len(result), 0)
def test_get_by_type(self):
h1 = self.space.add_node(types.Node, "test1")
h2 = self.space.add_node(types.ConceptNode, "test2")
h3 = self.space.add_node(types.PredicateNode, "test3")
# test recursive subtypes
result = self.space.get_atoms_by_type(types.Node)
self.assertTrue(h1 in result)
self.assertTrue(h2 in result)
self.assertTrue(h3 in result)
# links
l1 = self.space.add_link(types.InheritanceLink, [h1, h2])
result = self.space.get_atoms_by_type(types.Link)
self.assertTrue(l1 in result)
# test non-recursive subtype
result = self.space.get_atoms_by_type(types.Node, subtype=False)
self.assertTrue(h1 in result)
self.assertTrue(h2 not in result)
self.assertTrue(h3 not in result)
# test empty
result = self.space.get_atoms_by_type(types.AnchorNode, subtype=False)
self.assertEqual(len(result), 0)
def test_get_by_av(self):
h1 = self.space.add_node(types.ConceptNode, "test1")
h2 = self.space.add_node(types.ConceptNode, "test2")
h3 = self.space.add_link(types.InheritanceLink, [h1, h2])
h4 = self.space.add_node(types.ConceptNode, "test4")
h5 = self.space.add_node(types.ConceptNode, "test5")
self.space.set_av(h=h1.h, sti=10)
self.space.set_av(h=h2.h, sti=5)
self.space.set_av(h=h3.h, sti=4)
self.space.set_av(h=h4.h, sti=1)
result = self.space.get_atoms_by_av(4, 10)
assert len(result) == 3
assert set(result) == set([h1, h2, h3])
assert h4 not in result
result = self.space.get_atoms_in_attentional_focus()
assert len(result) == 4
assert set(result) == set([h1, h2, h3, h4])
def test_get_by_target_type(self):
h1 = self.space.add_node(types.Node, "test1")
h2 = self.space.add_node(types.ConceptNode, "test2")
h3 = self.space.add_node(types.PredicateNode, "test3")
# test it doesn't apply to Nodes
result = self.space.get_atoms_by_target_type(types.Node, types.Node)
self.assertTrue(h1 not in result)
# links
l1 = self.space.add_link(types.InheritanceLink, [h1.h, h2.h])
result = self.space.get_atoms_by_target_type(types.Link, types.ConceptNode, target_subtype=False)
self.assertTrue(l1 in result)
# test recursive target subtype
result = self.space.get_atoms_by_target_type(types.Link, types.Node, target_subtype=True)
self.assertTrue(l1 in result)
def test_get_by_target_atom(self):
h1 = self.space.add_node(types.Node, "test1")
h2 = self.space.add_node(types.ConceptNode, "test2")
h3 = self.space.add_node(types.PredicateNode, "test3")
# test it doesn't apply to Nodes
result = self.space.get_atoms_by_target_atom(types.Node, h1)
self.assertTrue(h1 not in result)
# links
l1 = self.space.add_link(types.InheritanceLink, [h1, h2])
result = self.space.get_atoms_by_target_atom(types.Link, h1)
self.assertTrue(l1 in result)
result = self.space.get_atoms_by_target_atom(types.Link, h3)
self.assertTrue(l1 not in result)
def test_include_incoming_outgoing(self):
frog = self.space.add_node(types.ConceptNode, "Frog")
thing = self.space.add_node(types.ConceptNode, "Thing")
animal = self.space.add_node(types.ConceptNode, "Animal")
self.space.add_node(types.ConceptNode, "SeparateThing")
self.space.add_link(types.InheritanceLink, [frog, animal])
self.space.add_link(types.InheritanceLink, [animal, thing])
assert len(self.space.include_incoming(self.space.get_atoms_by_name(types.ConceptNode, "Frog"))) == 2
assert len(self.space.include_incoming(self.space.get_atoms_by_type(types.ConceptNode))) == 6
assert len(self.space.include_outgoing(self.space.get_atoms_by_type(types.InheritanceLink))) == 5
assert len(self.space.include_outgoing(
self.space.include_incoming(self.space.get_atoms_by_name(types.ConceptNode, "Frog")))) == 3
def test_remove(self):
h1 = self.space.add_node(types.Node, "test1")
h2 = self.space.add_node(types.ConceptNode, "test2")
h3 = self.space.add_node(types.PredicateNode, "test3")
self.assertTrue(h1 in self.space)
self.assertTrue(h2 in self.space)
self.assertTrue(h3 in self.space)
self.space.remove(h1)
self.assertTrue(h1 not in self.space)
self.assertTrue(h2 in self.space)
self.assertTrue(h3 in self.space)
l = self.space.add_link(types.SimilarityLink, [h2, h3])
self.space.remove(h2, True) # won't remove it unless recursive is True
self.assertTrue(h2 not in self.space)
self.assertTrue(l not in self.space)
def test_clear(self):
h1 = self.space.add_node(types.Node, "test1")
h2 = self.space.add_node(types.ConceptNode, "test2")
h3 = self.space.add_node(types.PredicateNode, "test3")
self.space.clear()
self.assertEquals(self.space.size(), 0)
self.assertEquals(self.space.size(), 0)
self.assertEquals(len(self.space), 0)
def test_container_methods(self):
self.assertEquals(len(self.space), 0)
h = Handle(100)
self.assertRaises(KeyError, self.space.__getitem__, "blah")
self.assertRaises(IndexError, self.space.__getitem__, h)
a1 = self.space.add_node(types.Node, "test1")
a2 = self.space.add_node(types.ConceptNode, "test2")
a3 = self.space.add_node(types.PredicateNode, "test3")
h1 = a1.h
h2 = a2.h
self.assertEquals(a1, self.space[h1])
self.assertTrue(h1 in self.space)
self.assertTrue(a1 in self.space)
self.assertTrue(h2 in self.space)
self.assertTrue(len(self.space), 3)
def setUp(self):
self.space = AtomSpace()
initialize_opencog(self.space)
class AnaphoraUnitTester(TestCase):
def setUp(self):
self.atomspace= AtomSpace()
scheme_eval(self.atomspace, "(use-modules (opencog))")
scheme_eval(self.atomspace, "(use-modules (opencog nlp))")
scheme_eval(self.atomspace, "(use-modules (opencog nlp oc))")
self.hobbsAgent=HobbsAgent()
def tearDown(self):
del self.atomspace
del self.hobbsAgent
def getWord(self,name,type=types.WordInstanceNode):
word = self.atomspace.add_node(type, name)
return word
def compare(self,list_1,list_2):
if len(list_1)==len(list_2):
for i in range(len(list_1)):
if list_1[i]!=list_2[i].name:
return False
return True
else:
return False
def test_bfs(self):
'''
Testing the bfs function
'''
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/bfs.scm"))
self.hobbsAgent.run(self.atomspace)
self.assertTrue(self.compare(['a','b','c','d','e','f','g'],self.hobbsAgent.bfs(self.getWord('a'))))
self.atomspace.clear()
def test_getWords(self):
'''
Testing the getWords function
'''
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/getWords.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.compare(['a','b','c','d','e','f','g','h','j'],self.hobbsAgent.getWords()))
self.atomspace.clear()
def test_propose(self):
'''
Testing the propose function
'''
def filter_1():
print("Testing filter #1...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#4.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#5.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#6.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
def filter_2():
print("Testing filter #2...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#2/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#2/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
def filter_3():
print("Testing filter #3...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
def filter_4():
print("Testing filter #4...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
def filter_5():
print("Testing filter #5...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
def filter_6():
print("Testing filter #6...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
def filter_7():
print("Testing filter #7...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
def filter_8():
print("Testing filter #8...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
def filter_9():
print("Testing filter #9...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
def filter_10():
print("Testing filter #10...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#10/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),10))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#10/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),10))
self.atomspace.clear()
def filter_11():
print("Testing filter #11...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#11/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),11))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#11/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),11))
self.atomspace.clear()
def filter_12():
print("Testing filter #12...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#12/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent',types.ParseNode),12))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#12/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),12))
self.atomspace.clear()
def filter_13():
print("Testing filter #13...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#13/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),13))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#13/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),13))
self.atomspace.clear()
def filter_14():
print("Testing filter #14...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#14/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),14))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#14/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),14))
self.atomspace.clear()
def filter_15():
print("Testing filter #15...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#15/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),15))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#15/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),15))
self.atomspace.clear()
def filter_16():
print("Testing filter #16...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#16/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),16))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#16/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),16))
self.atomspace.clear()
def filter_17():
print("Testing filter #17...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#17/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),17))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#17/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),17))
self.atomspace.clear()
def filter_18():
print("Testing filter #18...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#18/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),18))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#18/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),18))
self.atomspace.clear()
filter_1()
filter_2()
filter_3()
filter_4()
filter_5()
filter_6()
filter_7()
filter_8()
filter_9()
filter_10()
filter_11()
filter_12()
filter_13()
filter_14()
filter_15()
filter_16()
filter_17()
filter_18()
def test_pleonastic_if(self):
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#4.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#5.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
def test_conjunctions(self):
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/conjunction.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('waitresses')))
self.atomspace.clear()
class AtomSpaceTest(TestCase):
def setUp(self):
self.space = AtomSpace()
initialize_opencog(self.space)
def tearDown(self):
finalize_opencog()
del self.space
def test_add_node(self):
# Test long form atomspace node addition.
# Test node add
self.space.add_node(types.Node, "node" )
# Test with not a proper truthvalue
self.assertRaises(TypeError, self.space.add_node, types.Node, "test",
0, True)
# Test with bad type
self.assertRaises(TypeError, self.space.add_node, "ConceptNode", "test",
TruthValue(0.5, 0.8))
# From here on out we'll use the more compact type constructors
a1 = Node("test")
self.assertTrue(a1)
# duplicates resolve to same atom
a2 = Node("test")
self.assertEquals(a1, a2)
# Should fail when intentionally adding bad type
caught = False
try:
self.space.add_node(types.Link, "test")
except RuntimeError:
caught = True
self.assertEquals(caught, True)
# Test adding with a truthvalue
a3 = Node("test_w_tv").truth_value(0.5, 0.8)
self.assertEquals(self.space.size(), 3)
def test_add_link(self):
n1 = Node("test1")
n2 = Node("test2")
l1 = Link(n1, n2)
self.assertTrue(l1 is not None)
l2 = Link(n1, n2)
self.assertTrue(l2 is not None)
self.assertTrue(l2 == l1)
n3 = Node("test3")
l3 = Link(n1, n3).truth_value(0.5, 0.8)
self.assertTrue(l3 is not None)
# Should fail when adding an intentionally bad type
caught = False
try:
l1 = self.space.add_link(types.Node, [n1, n3])
except RuntimeError:
caught = True
self.assertEquals(caught, True)
def test_is_valid(self):
a1 = Node("test1")
# check with Atom object
self.assertTrue(self.space.is_valid(a1))
# check with bad type
self.assertRaises(TypeError, self.space.is_valid, "test")
def test_truth_value(self):
# check attributes come back as assigned
tv = TruthValue(0.5, 0.8)
self.assertEqual(tv.mean, 0.5)
self.assertAlmostEqual(tv.confidence, 0.8, places=4)
# test string representation
self.assertEqual(str(tv), "(stv 0.500000 0.800000)")
# check equality
tv2 = TruthValue(0.5, 0.8)
tv3 = TruthValue(0.6, 0.8)
self.assertTrue(tv == tv2)
self.assertFalse(tv == tv3)
# check truth_value function of atom
atom = Node("atom with tv")
default_tv = atom.tv
atom.truth_value(0.75, 0.9)
new_tv = atom.tv
self.assertFalse(new_tv == default_tv)
self.assertEqual(new_tv.mean, 0.75)
self.assertAlmostEqual(new_tv.confidence, 0.9, places=4)
def test_attention_value(self):
node = Node("test")
# check values come back as assigned
node.sti = 1
node.lti = 2
node.vlti = 3
assert node.sti == 1
assert node.lti == 2
assert node.vlti == 3
# Check increment and decrement for vlti
node.decrement_vlti()
assert node.vlti == 2
node.increment_vlti()
assert node.vlti == 3
# Check dictionary setting and getting of av property.
node.av = {"sti": 4, "lti": 5, "vlti": 6}
assert node.sti == 4
assert node.lti == 5
assert node.vlti == 6
assert node.av == {"sti": 4, "lti": 5, "vlti": 6}
def test_get_by_type(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
# test recursive subtypes
result = self.space.get_atoms_by_type(types.Node)
self.assertTrue(a1 in result)
self.assertTrue(a2 in result)
self.assertTrue(a3 in result)
# links
l1 = InheritanceLink(a1, a2)
result = self.space.get_atoms_by_type(types.Link)
self.assertTrue(l1 in result)
# test non-recursive subtype
result = self.space.get_atoms_by_type(types.Node, subtype=False)
self.assertTrue(a1 in result)
self.assertTrue(a2 not in result)
self.assertTrue(a3 not in result)
# test empty
result = self.space.get_atoms_by_type(types.AnchorNode, subtype=False)
self.assertEqual(len(result), 0)
def test_get_by_av(self):
a1 = ConceptNode("test1")
a2 = ConceptNode("test2")
a3 = InheritanceLink(a1, a2)
a4 = ConceptNode("test4")
a5 = ConceptNode("test5")
a1.sti = 10
a2.sti = 5
a3.sti = 4
a4.sti = 1
#ImportanceIndex is Asynchronus give it some time
sleep(1)
result = self.space.get_atoms_by_av(4, 10)
print "The atoms-by-av result is ", result
assert len(result) == 3
assert set(result) == set([a1, a2, a3])
assert a4 not in result
result = self.space.get_atoms_in_attentional_focus()
assert len(result) == 4
assert set(result) == set([a1, a2, a3, a4])
def test_incoming_by_type(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
# test no incoming Node for a1
result = a1.incoming_by_type(types.Node)
self.assertTrue(a1 not in result)
# now check links
l1 = InheritanceLink(a1, a2)
result = a1.incoming_by_type(types.InheritanceLink)
self.assertTrue(l1 in result)
result = a2.incoming_by_type(types.InheritanceLink)
self.assertTrue(l1 in result)
result = a3.incoming_by_type(types.InheritanceLink)
self.assertTrue(l1 not in result)
def test_include_incoming_outgoing(self):
frog = ConceptNode("Frog")
thing = ConceptNode("Thing")
animal = ConceptNode("Animal")
ConceptNode("SeparateThing")
InheritanceLink(frog, animal)
InheritanceLink(animal, thing)
assert len(self.space.include_incoming([ConceptNode("Frog")])) == 2
assert len(self.space.include_outgoing(self.space.include_incoming([ConceptNode("Frog")]))) == 3
assert len(self.space.include_incoming(self.space.get_atoms_by_type(types.ConceptNode))) == 6
assert len(self.space.include_outgoing(self.space.get_atoms_by_type(types.InheritanceLink))) == 5
def test_remove(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
self.assertTrue(a1 in self.space)
self.assertTrue(a2 in self.space)
self.assertTrue(a3 in self.space)
self.space.remove(a1)
self.assertTrue(a1 not in self.space)
self.assertTrue(a2 in self.space)
self.assertTrue(a3 in self.space)
l = SimilarityLink(a2, a3)
self.space.remove(a2, True) # won't remove it unless recursive is True
self.assertTrue(a2 not in self.space)
self.assertTrue(l not in self.space)
def test_clear(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
self.space.clear()
self.assertEquals(self.space.size(), 0)
self.assertEquals(len(self.space), 0)
def test_container_methods(self):
self.assertEquals(len(self.space), 0)
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
self.assertTrue(a1 in self.space)
self.assertTrue(a2 in self.space)
self.assertTrue(a3 in self.space)
self.assertEquals(len(self.space), 3)
def test_get_predicates(self):
dog = ConceptNode("dog")
mammal = ConceptNode("mammal")
canine = ConceptNode("canine")
animal = ConceptNode("animal")
dog_mammal = ListLink(dog, mammal)
dog_canine = ListLink(dog, canine)
dog_animal = ListLink(dog, animal)
isA = PredicateNode("IsA")
dogIsAMammal = EvaluationLink(isA, dog_mammal)
dogIsACanine = EvaluationLink(isA, dog_canine)
dogIsAAnimal = EvaluationLink(isA, dog_animal)
dog_predicates = self.space.get_predicates(dog)
self.assertEquals(len(dog_predicates), 3)
count = 0
for dogIs in self.space.xget_predicates(dog):
count += 1
self.assertEquals(count, 3)
def test_get_predicates_for(self):
dog = ConceptNode("dog")
mammal = ConceptNode("mammal")
canine = ConceptNode("canine")
animal = ConceptNode("animal")
dog_mammal = ListLink(dog, mammal)
dog_canine = ListLink(dog, canine)
dog_animal = ListLink(dog, animal)
isA = PredicateNode("IsA")
dogIsAMammal = EvaluationLink(isA, dog_mammal)
dogIsACanine = EvaluationLink(isA, dog_canine)
dogIsAAnimal = EvaluationLink(isA, dog_animal)
human = ConceptNode("human")
dog_human = ListLink(dog, human)
loves = PredicateNode("loves")
dogLovesHumans = EvaluationLink(loves, dog_human)
dog_predicates = self.space.get_predicates_for(dog, isA)
self.assertEquals(len(dog_predicates), 3)
dog_predicates = self.space.get_predicates_for(dog, loves)
self.assertEquals(len(dog_predicates), 1)
count = 0
for dogIsA in self.space.xget_predicates_for(dog, isA):
count += 1
self.assertEquals(count, 3)
count = 0
for dogLoves in self.space.xget_predicates_for(dog, loves):
count += 1
self.assertEquals(count, 1)
class RulesTest(TestCase):
def setUp(self):
self.atomspace = AtomSpace()
self.chainer = Chainer(self.atomspace)
def tearDown(self):
del self.atomspace
del self.chainer
def _inh_animal_breathe(self):
'''InheritanceLink animal breathe'''
default_av = {'sti':1}
self.animal = self.atomspace.add_node(types.ConceptNode, "animal")
self.breathe = self.atomspace.add_node(types.ConceptNode, "breathe")
self.inh_animal_breathe = self.atomspace.add_link(types.InheritanceLink, [self.animal, self.breathe])
self.animal.tv = TruthValue(0.1, 1)
self.breathe.tv = TruthValue(0.1, 1)
self.inh_animal_breathe.tv = TruthValue(1, 1)
atoms = []
atoms.append( self.animal )
atoms.append( self.breathe )
atoms.append( self.inh_animal_breathe )
for atom in atoms:
atom.av = default_av
return atoms
# def _apply_rule(self, rule,
def test_standardize_apart_input_output(self):
rule = rules.InversionRule(self.chainer, types.InheritanceLink)
(input, output) = rule.standardize_apart_input_output(self.chainer)
def test_InversionRule(self):
rule = rules.InversionRule(self.chainer, types.InheritanceLink)
self._inh_animal_breathe()
result = self.chainer._apply_forward(rule)
print result
def test_InversionRule_backward(self):
rule = rules.InversionRule(self.chainer, types.InheritanceLink)
self._inh_animal_breathe()
self.inh_breathe_animal = self.atomspace.add_link(types.InheritanceLink, [self.breathe, self.animal])
self.inh_breathe_animal.av = {'sti':1}
result = self.chainer._apply_backward(rule)
print result
def disabled_test_rules_generically(self):
'''See what happens if you give a rule the generic inputs. This makes sure that the rule and formula don't have any basic code errors, but doesn't check that they do the right thing.'''
def apply_rule(rule):
generic_inputs = rule.inputs
generic_outpus = rule.outputs
# Take the generic required input atoms and give them boring TVs
for atom in generic_inputs:
atom.av = {'sti':1}
atom.tv = TruthValue(1, 1)
status = self.chainer._apply_forward(rule)
self.assertNotEquals(status, None)
return None
for rule in self.chainer.rules:
apply_rule(rule)
def add_to_atomspace(atoms: set[Atom] | list[Atom],
atomspace: AtomSpace) -> None:
"""Add all atoms to the atomspace."""
for atom in atoms:
atomspace.add_atom(atom)
a.add_node(t.ConceptNode, 'plan_action_list'),
T('ListLink', actions))
ps_a = atom_from_tree(ps, a)
pal_a = atom_from_tree(pal, a)
print ps
print pal
ps_a.tv = TruthValue(1.0, confidence_to_count(1.0))
print ps_a.tv
return result_atoms
if __name__ == '__main__':
a = AtomSpace()
log.use_stdout(True)
atom_from_tree(T('EvaluationLink',a.add_node(t.PredicateNode,'A')), a).tv = TruthValue(1, 1)
#atom_from_tree(T('EvaluationLink',1), a).tv = TruthValue(1, 1)
c = Chainer(a)
#search(T('EvaluationLink',a.add_node(t.PredicateNode,'B')))
#fc(a)
#c.bc(T('EvaluationLink',a.add_node(t.PredicateNode,'A')))
# global rules
# A = T('EvaluationLink',a.add_node(t.PredicateNode,'A'))
# B = T('EvaluationLink',a.add_node(t.PredicateNode,'B'))
from unittest import TestCase
from opencog.atomspace import AtomSpace, TruthValue, Atom, Handle
from opencog.atomspace import types, is_a, get_type, get_type_name
from opencog.scheme_wrapper import load_scm, scheme_eval, scheme_eval_h, __init__
# We are poking atoms into this from the scm files, so we want
# them to still be there, later.
shared_space = AtomSpace()
__init__(shared_space)
class SchemeTest(TestCase):
def setUp(self):
global shared_space
self.space = shared_space
def tearDown(self):
pass
# Load several different scheme files, containing atom type
# declarations, and utilities. They should load just fine.
# These don't actually put any atoms into the atomspace.
def test_a_load_core_types(self):
# These relative paths are horridly ugly.
# There must be a better way ...
status = load_scm(self.space, "build/opencog/atomspace/core_types.scm")
self.assertTrue(status)
The if-then is implemented via a matching clause with the pattern
matcher. When a match is seen, the matcher moves on to the next
clause.
"""
from opencog.atomspace import AtomSpace, TruthValue, types, get_type_name
from opencog.bindlink import satisfaction_link
from opencog.type_constructors import *
from opencog.logger import Logger, log
# Logging will be written to opencog.log in the current directory.
log.set_level('DEBUG')
log.info("Starting the stop-go demo")
# The atomspace where everything will live.
atomspace = AtomSpace()
set_type_ctor_atomspace(atomspace)
# The callback counts the number fo red and green lights.
# It returns a TruthValue of TRUE for green lights and FALSE for the
# red lights. FALSE is interpreted as a mismatch (failure to satisfy)
# by the pattner matcher, and thus, the pattern matcher will backtrack
# and sarch for a different solution. Since the example below contains
# no variables, it will just backtrack to the start, and then report
# non-satisfiability (which is what we want, when we get a red light).
green = 0
red = 0
def stop_go(atom):
class AtomSpaceTest(TestCase):
def setUp(self):
self.space = AtomSpace()
initialize_opencog(self.space)
def tearDown(self):
finalize_opencog()
del self.space
def test_add_node(self):
# Test long form atomspace node addition.
# Test node add
self.space.add_node(types.Node, "node")
# Test with not a proper truthvalue
self.assertRaises(TypeError, self.space.add_node, types.Node, "test",
0, True)
# Test with bad type
self.assertRaises(TypeError, self.space.add_node, "ConceptNode",
"test", TruthValue(0.5, 0.8))
# From here on out we'll use the more compact type constructors
a1 = Node("test")
self.assertTrue(a1)
# duplicates resolve to same atom
a2 = Node("test")
self.assertEquals(a1, a2)
# Should fail when intentionally adding bad type
caught = False
try:
self.space.add_node(types.Link, "test")
except RuntimeError:
caught = True
self.assertEquals(caught, True)
# Test adding with a truthvalue
a3 = Node("test_w_tv").truth_value(0.5, 0.8)
self.assertEquals(self.space.size(), 3)
def test_add_link(self):
n1 = Node("test1")
n2 = Node("test2")
l1 = Link(n1, n2)
self.assertTrue(l1 is not None)
l2 = Link(n1, n2)
self.assertTrue(l2 is not None)
self.assertTrue(l2 == l1)
n3 = Node("test3")
l3 = Link(n1, n3).truth_value(0.5, 0.8)
self.assertTrue(l3 is not None)
# Should fail when adding an intentionally bad type
caught = False
try:
l1 = self.space.add_link(types.Node, [n1, n3])
except RuntimeError:
caught = True
self.assertEquals(caught, True)
def test_is_valid(self):
a1 = Node("test1")
# check with Atom object
self.assertTrue(self.space.is_valid(a1))
# check with raw UUID
self.assertTrue(self.space.is_valid(a1.value()))
# check with bad UUID
self.assertFalse(self.space.is_valid(2919))
# check with bad type
self.assertRaises(TypeError, self.space.is_valid, "test")
def test_truth_value(self):
# check attributes come back as assigned
tv = TruthValue(0.5, 0.8)
self.assertEqual(tv.mean, 0.5)
self.assertAlmostEqual(tv.confidence, 0.8, places=4)
# test string representation
self.assertEqual(str(tv), "(stv 0.500000 0.800000)")
# check equality
tv2 = TruthValue(0.5, 0.8)
tv3 = TruthValue(0.6, 0.8)
self.assertTrue(tv == tv2)
self.assertFalse(tv == tv3)
# check truth_value function of atom
atom = Node("atom with tv")
default_tv = atom.tv
atom.truth_value(0.75, 0.9)
new_tv = atom.tv
self.assertFalse(new_tv == default_tv)
self.assertEqual(new_tv.mean, 0.75)
self.assertAlmostEqual(new_tv.confidence, 0.9, places=4)
def test_attention_value(self):
node = Node("test")
# check values come back as assigned
node.sti = 1
node.lti = 2
node.vlti = 3
assert node.sti == 1
assert node.lti == 2
assert node.vlti == 3
# Check increment and decrement for vlti
node.decrement_vlti()
assert node.vlti == 2
node.increment_vlti()
assert node.vlti == 3
# Check dictionary setting and getting of av property.
node.av = {"sti": 4, "lti": 5, "vlti": 6}
assert node.sti == 4
assert node.lti == 5
assert node.vlti == 6
assert node.av == {"sti": 4, "lti": 5, "vlti": 6}
def test_get_by_type(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
# test recursive subtypes
result = self.space.get_atoms_by_type(types.Node)
self.assertTrue(a1 in result)
self.assertTrue(a2 in result)
self.assertTrue(a3 in result)
# links
l1 = InheritanceLink(a1, a2)
result = self.space.get_atoms_by_type(types.Link)
self.assertTrue(l1 in result)
# test non-recursive subtype
result = self.space.get_atoms_by_type(types.Node, subtype=False)
self.assertTrue(a1 in result)
self.assertTrue(a2 not in result)
self.assertTrue(a3 not in result)
# test empty
result = self.space.get_atoms_by_type(types.AnchorNode, subtype=False)
self.assertEqual(len(result), 0)
def test_get_by_av(self):
a1 = ConceptNode("test1")
a2 = ConceptNode("test2")
a3 = InheritanceLink(a1, a2)
a4 = ConceptNode("test4")
a5 = ConceptNode("test5")
a1.sti = 10
a2.sti = 5
a3.sti = 4
a4.sti = 1
result = self.space.get_atoms_by_av(4, 10)
assert len(result) == 3
assert set(result) == set([a1, a2, a3])
assert a4 not in result
result = self.space.get_atoms_in_attentional_focus()
assert len(result) == 4
assert set(result) == set([a1, a2, a3, a4])
def test_incoming_by_type(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
# test no incoming Node for a1
result = a1.incoming_by_type(types.Node)
self.assertTrue(a1 not in result)
# now check links
l1 = InheritanceLink(a1, a2)
result = a1.incoming_by_type(types.Link)
self.assertTrue(l1 in result)
result = a2.incoming_by_type(types.Link)
self.assertTrue(l1 in result)
result = a3.incoming_by_type(types.Link)
self.assertTrue(l1 not in result)
def test_include_incoming_outgoing(self):
frog = ConceptNode("Frog")
thing = ConceptNode("Thing")
animal = ConceptNode("Animal")
ConceptNode("SeparateThing")
InheritanceLink(frog, animal)
InheritanceLink(animal, thing)
assert len(self.space.include_incoming([ConceptNode("Frog")])) == 2
assert len(
self.space.include_outgoing(
self.space.include_incoming([ConceptNode("Frog")]))) == 3
assert len(
self.space.include_incoming(
self.space.get_atoms_by_type(types.ConceptNode))) == 6
assert len(
self.space.include_outgoing(
self.space.get_atoms_by_type(types.InheritanceLink))) == 5
def test_remove(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
self.assertTrue(a1 in self.space)
self.assertTrue(a2 in self.space)
self.assertTrue(a3 in self.space)
self.space.remove(a1)
self.assertTrue(a1 not in self.space)
self.assertTrue(a2 in self.space)
self.assertTrue(a3 in self.space)
l = SimilarityLink(a2, a3)
self.space.remove(a2, True) # won't remove it unless recursive is True
self.assertTrue(a2 not in self.space)
self.assertTrue(l not in self.space)
def test_clear(self):
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
self.space.clear()
self.assertEquals(self.space.size(), 0)
self.assertEquals(len(self.space), 0)
def test_container_methods(self):
self.assertEquals(len(self.space), 0)
a1 = Node("test1")
a2 = ConceptNode("test2")
a3 = PredicateNode("test3")
self.assertTrue(a1 in self.space)
self.assertTrue(a2 in self.space)
self.assertTrue(a3 in self.space)
self.assertEquals(len(self.space), 3)
def test_get_predicates(self):
dog = ConceptNode("dog")
mammal = ConceptNode("mammal")
canine = ConceptNode("canine")
animal = ConceptNode("animal")
dog_mammal = ListLink(dog, mammal)
dog_canine = ListLink(dog, canine)
dog_animal = ListLink(dog, animal)
isA = PredicateNode("IsA")
dogIsAMammal = EvaluationLink(isA, dog_mammal)
dogIsACanine = EvaluationLink(isA, dog_canine)
dogIsAAnimal = EvaluationLink(isA, dog_animal)
dog_predicates = self.space.get_predicates(dog)
self.assertEquals(len(dog_predicates), 3)
count = 0
for dogIs in self.space.xget_predicates(dog):
count += 1
self.assertEquals(count, 3)
def test_get_predicates_for(self):
dog = ConceptNode("dog")
mammal = ConceptNode("mammal")
canine = ConceptNode("canine")
animal = ConceptNode("animal")
dog_mammal = ListLink(dog, mammal)
dog_canine = ListLink(dog, canine)
dog_animal = ListLink(dog, animal)
isA = PredicateNode("IsA")
dogIsAMammal = EvaluationLink(isA, dog_mammal)
dogIsACanine = EvaluationLink(isA, dog_canine)
dogIsAAnimal = EvaluationLink(isA, dog_animal)
human = ConceptNode("human")
dog_human = ListLink(dog, human)
loves = PredicateNode("loves")
dogLovesHumans = EvaluationLink(loves, dog_human)
dog_predicates = self.space.get_predicates_for(dog, isA)
self.assertEquals(len(dog_predicates), 3)
dog_predicates = self.space.get_predicates_for(dog, loves)
self.assertEquals(len(dog_predicates), 1)
count = 0
for dogIsA in self.space.xget_predicates_for(dog, isA):
count += 1
self.assertEquals(count, 3)
count = 0
for dogLoves in self.space.xget_predicates_for(dog, loves):
count += 1
self.assertEquals(count, 1)
if is_node:
log.debug("%s -> %s"%(atom_stack[i].name, uni_node_id))
tree.add_edge(atom_stack[i].name, uni_node_id)
else:
log.debug("%s -> %s"%(atom_stack[i].name, uni_link_id))
tree.add_edge(atom_stack[i].name, uni_link_id)
## set the 'order' attribute
tree.get_node_attr(atom_stack[i].name).setdefault('order',-1)
tree.get_node_attr(atom_stack[i].name)['order'] += 1
order = tree.get_node_attr(atom_stack[i].name)['order']
if is_node:
tree.set_edge_attr(atom_stack[i].name, uni_node_id, order = order)
else:
tree.set_edge_attr(atom_stack[i].name, uni_link_id, order = order)
break
## deal with the last segment
if tree.number_of_nodes() > 0:
add_tree_to_atomspace(a, tree, root)
tree.clear()
log.info("loaded scm file sucessfully!" )
except IOError:
log.error("failed to read file %s "%filename )
raise IOError
else:
f.close()
if __name__ == "__main__":
a = AtomSpace()
load_scm_file(a, "./examples/test_load_scm_file.scm")
a.print_list()
def setUp(self):
self.space = AtomSpace()
initialize_opencog(self.space)
(PredicateNode "eat" (av 0 0 0) (stv 1.000000 0.000000)) ; [4]
(ConceptNode "bat-man" (av 0 0 0) (stv 1.000000 0.000000)) ; [443]
(ConceptNode "steak" (av 0 0 0) (stv 1.000000 0.000000)) ; [5]
) ; [655]
]
"""
print "--------Start fourth example--------"
# Interaction Information algorithm takes very long time - about O(n*(2^n)) -
# if we not give any limit. If you want to check what is going now then you can
# enable below logger option.
# log.use_stdout(True)
# log.set_level("DEBUG")
a = AtomSpace()
initialize_opencog(a)
high_tv = TruthValue(0.7, 0.8)
low_tv = TruthValue(0.3, 0.8)
# 1. Define a super-class information
bat = ConceptNode("bat")
man = ConceptNode("man")
eat = PredicateNode("eat")
steak = ConceptNode("steak")
flies = ConceptNode("flies")
has = PredicateNode("has")
claws = ConceptNode("claws")
#! /usr/bin/env python
#
# create_atoms_simple.py
#
"""
A simple way of creating atoms in the AtomSpace.
See also create_stoms_by_type.py for an alternate API for atoms.
"""
from opencog.atomspace import AtomSpace, TruthValue
from opencog.atomspace import types
from opencog.type_constructors import *
a = AtomSpace()
# Tell the type constructors which atomspace to use.
set_default_atomspace(a)
# Create a truth value asserting true and mostly confident.
TV = TruthValue(1, 0.8)
# Add three nodes
A = ConceptNode('Apple', TV)
B = ConceptNode('Berry', TruthValue(0.5, 0.75))
C = ConceptNode('Comestible', TV)
# Add three inhertance links, asserting that apples are berries
# and that berries are edible.
AB = InheritanceLink(A, B, tv=TV)
BC = InheritanceLink(B, C, tv=TV)
AC = InheritanceLink(A, C)
T('ListLink', actions))
ps_a = atom_from_tree(ps, a)
pal_a = atom_from_tree(pal, a)
print ps
print pal
ps_a.tv = TruthValue(1.0, confidence_to_count(1.0))
print ps_a.tv
return result_atoms
if __name__ == '__main__':
a = AtomSpace()
log.use_stdout(True)
atom_from_tree(T('EvaluationLink', a.add_node(t.PredicateNode, 'A')),
a).tv = TruthValue(1, 1)
#atom_from_tree(T('EvaluationLink',1), a).tv = TruthValue(1, 1)
c = Chainer(a)
#search(T('EvaluationLink',a.add_node(t.PredicateNode,'B')))
#fc(a)
#c.bc(T('EvaluationLink',a.add_node(t.PredicateNode,'A')))
# global rules
# A = T('EvaluationLink',a.add_node(t.PredicateNode,'A'))
def setUp(self):
self.atomspace = AtomSpace()
self.test_entity_recorder = EntityRecorder.init_new_entity_recorder()
class BindlinkTest(unittest.TestCase):
bindlink_atom = None
getlink_atom = None
atomspace = AtomSpace()
starting_size = 0
def setUp(self):
print ("setUp - atomspace = ", self.atomspace)
# Clear atoms from previous test
self.atomspace.clear()
# Initialize Python
initialize_opencog(self.atomspace)
set_type_ctor_atomspace(self.atomspace)
# Define several animals and something of a different type as well
InheritanceLink( ConceptNode("Frog"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Zebra"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Deer"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Spaceship"), ConceptNode("machine"))
# Define a graph search query
self.bindlink_atom = \
BindLink(
# The variable node to be grounded.
VariableNode("$var"),
# The pattern to be grounded.
InheritanceLink(
VariableNode("$var"),
ConceptNode("animal")
),
# The grounding to be returned.
VariableNode("$var")
# bindlink needs a handle
)
# Define a pattern to be grounded
self.getlink_atom = \
GetLink(
InheritanceLink(
VariableNode("$var"),
ConceptNode("animal")
)
)
# Remember the starting atomspace size.
self.starting_size = self.atomspace.size()
def tearDown(self):
print ("tearDown - atomspace = ", self.atomspace)
# Can't do this; finalize can be called only once, ever, and
# then never again. The second call will never follow through.
# Also, cannot create and delete atomspaces here; this will
# confuse the PythonEval singletonInstance.
# finalize_opencog()
# del self.atomspace
def _check_result_setlink(self, atom, expected_arity):
# Check if the atom is a SetLink
self.assertTrue(atom is not None)
self.assertEquals(atom.type, types.SetLink)
# Check the ending atomspace size, it should have added one SetLink.
ending_size = self.atomspace.size()
self.assertEquals(ending_size, self.starting_size + 1)
# The SetLink should have expected_arity items in it.
self.assertEquals(atom.arity, expected_arity)
def test_bindlink(self):
atom = execute_atom(self.atomspace, self.bindlink_atom)
print("Bindlink found: " + str(atom))
self._check_result_setlink(atom, 3)
def test_satisfying_set(self):
atom = execute_atom(self.atomspace, self.getlink_atom)
self._check_result_setlink(atom, 3)
def test_satisfy(self):
satisfaction_atom = SatisfactionLink(
VariableList(), # no variables
SequentialAndLink(
EvaluationLink(
GroundedPredicateNode("py: test_functions.stop_go"),
ListLink(
ConceptNode("green light")
)
),
EvaluationLink(
GroundedPredicateNode("py: test_functions.stop_go"),
ListLink(
ConceptNode("green light")
)
),
EvaluationLink(
GroundedPredicateNode("py: test_functions.stop_go"),
ListLink(
ConceptNode("red light")
)
),
EvaluationLink(
GroundedPredicateNode("py: test_functions.stop_go"),
ListLink(
ConceptNode("traffic ticket")
)
)
)
)
tv = evaluate_atom(self.atomspace, satisfaction_atom)
self.assertTrue(tv is not None and tv.mean <= 0.5)
self.assertEquals(green_count(), 2)
self.assertEquals(red_count(), 1)
def test_execute_atom(self):
result = execute_atom(self.atomspace,
ExecutionOutputLink(
GroundedSchemaNode("py: test_functions.add_link"),
ListLink(
ConceptNode("one"),
ConceptNode("two")
)
)
)
list_link = ListLink(
ConceptNode("one"),
ConceptNode("two")
)
self.assertEquals(result, list_link)
def test_evaluate_atom(self):
result = evaluate_atom(self.atomspace,
EvaluationLink(
GroundedPredicateNode("py: test_functions.bogus_tv"),
ListLink(
ConceptNode("one"),
ConceptNode("two")
)
)
)
self.assertEquals(result, TruthValue(0.6, 0.234))
def test_execute_atom_no_return_value(self):
result = execute_atom(self.atomspace,
PutLink(DeleteLink(VariableNode("X")),
ConceptNode("deleteme")))
self.assertEquals(result, None)
def setUp(self):
self.space = AtomSpace()
class TestEntityRecorder(unittest.TestCase):
def setUp(self):
self.atomspace = AtomSpace()
self.test_entity_recorder = EntityRecorder.init_new_entity_recorder()
def tearDown(self):
del self.test_entity_recorder
del self.atomspace
def testAddandRemoveNoneBlockEntity_NormalEntity_AllGetFunctionsWork(self):
test_pos = (17, 28, 39)
timestamp = 12345
test_handle1 = self.atomspace.add_node(types.EntityNode, "entity").h
entity_is_self = False
entity_is_avatar = False
self.test_entity_recorder.add_none_block_entity(
test_handle1, test_pos, entity_is_self, entity_is_avatar,
timestamp)
test_handle2 = self.test_entity_recorder.get_entity(test_pos)
self.assertEqual(test_handle1, test_handle2)
self.assertEqual(
test_pos,
self.test_entity_recorder.get_last_appeared_location(test_handle1))
self.test_entity_recorder.remove_none_block_entity(test_handle1)
self.assertTrue(
self.test_entity_recorder.get_entity(test_pos).is_undefined())
#preserve record
self.assertEqual(
test_pos,
self.test_entity_recorder.get_last_appeared_location(test_handle1))
def testUpdateEntityLocation_MultipleLocation_LastLocationIsPos2(self):
test_pos1 = (17, 28, 39)
timestamp1 = 12345
test_handle1 = self.atomspace.add_node(types.EntityNode, "entity").h
entity_is_self = False
entity_is_avatar = False
self.test_entity_recorder.add_none_block_entity(
test_handle1, test_pos1, entity_is_self, entity_is_avatar,
timestamp1)
test_pos2 = (17, 28, 40)
timestamp2 = 12346
self.test_entity_recorder.update_none_block_entity_location(
test_handle1, test_pos2, timestamp2)
last_location = self.test_entity_recorder.get_last_appeared_location(
test_handle1)
self.assertEqual(test_pos2, last_location)
def testAddEntity_PressureTest(self):
count = 10000
timestamp = 12345
while count != 0:
print count
count -= 1
test_pos = (count, count, count)
test_handle1 = self.atomspace.add_node(types.EntityNode,
"entity" + str(count)).h
entity_is_self = False
entity_is_avatar = False
self.test_entity_recorder.add_none_block_entity(
test_handle1, test_pos, entity_is_self, entity_is_avatar,
timestamp)
test_handle2 = self.test_entity_recorder.get_entity(test_pos)
self.assertEqual(test_handle1, test_handle2)
self.assertEqual(
test_pos,
self.test_entity_recorder.get_last_appeared_location(
test_handle1))
self.test_entity_recorder.remove_none_block_entity(test_handle1)
self.assertTrue(
self.test_entity_recorder.get_entity(test_pos).is_undefined())
#preserve record
self.assertEqual(
test_pos,
self.test_entity_recorder.get_last_appeared_location(
test_handle1))
def assert_equals(object_one, object_two):
if (object_one != object_two):
print("assert_equals FAILED: one ", object_one, ", two ", object_two)
def assert_true(test):
if (not test):
print("assert_true FAILED: test ", test)
def add_link(atom_one, atom_two):
return ListLink(atom_one, atom_two)
atomspace = AtomSpace()
# Initialize Python
initialize_opencog(atomspace)
# Define several animals and something of a different type as well
InheritanceLink(ConceptNode("Frog"), ConceptNode("animal"))
InheritanceLink(ConceptNode("Zebra"), ConceptNode("animal"))
InheritanceLink(ConceptNode("Deer"), ConceptNode("animal"))
InheritanceLink(ConceptNode("Spaceship"),
ConceptNode("machine")).truth_value(0.5, 0.5)
# Define a graph search query
bindlink_atom = \
BindLink(
# The variable node to be grounded.
def setUp(self):
self.atomspace = AtomSpace()
self.chainer = Chainer(self.atomspace)
class AnaphoraUnitTester(TestCase):
def setUp(self):
self.atomspace= AtomSpace()
__init__(self.atomspace)
data=["opencog/scm/config.scm",
"opencog/scm/core_types.scm",
"spacetime/spacetime_types.scm",
"opencog/nlp/types/nlp_types.scm",
"opencog/dynamics/attention/attention_types.scm",
"opencog/embodiment/embodiment_types.scm",
"opencog/reasoning/pln/pln_types.scm",
"opencog/scm/apply.scm",
"opencog/scm/file-utils.scm",
"opencog/scm/persistence.scm",
#"opencog/scm/repl-shell.scm",
"opencog/scm/utilities.scm",
"opencog/scm/av-tv.scm",
"opencog/nlp/scm/type-definitions.scm",
"opencog/nlp/scm/config.scm",
"opencog/nlp/scm/file-utils.scm",
"opencog/nlp/scm/nlp-utils.scm",
"opencog/nlp/scm/disjunct-list.scm",
"opencog/nlp/scm/processing-utils.scm",
]
for item in data:
status=load_scm(self.atomspace, item)
self.hobbsAgent=HobbsAgent()
def tearDown(self):
del self.atomspace
del self.hobbsAgent
def getWord(self,name,type=types.WordInstanceNode):
rv=self.atomspace.get_atoms_by_name(type,name)
return rv[0]
def compare(self,list_1,list_2):
if len(list_1)==len(list_2):
for i in range(len(list_1)):
if list_1[i]!=list_2[i].name:
return False
return True
else:
return False
@unittest.skip("Unit test disabled, see: https://github.com/opencog/opencog/issues/1280")
def test_bfs(self):
'''
Testing the bfs function
'''
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/bfs.scm"))
self.hobbsAgent.run(self.atomspace)
self.assertTrue(self.compare(['a','b','c','d','e','f','g'],self.hobbsAgent.bfs(self.getWord('a'))))
self.atomspace.clear()
#@unittest.skip("debugging skipping")
def test_getWords(self):
'''
Testing the getWords function
'''
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/getWords.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.compare(['a','b','c','d','e','f','g','h','j'],self.hobbsAgent.getWords()))
self.atomspace.clear()
@unittest.skip("Unit test disabled, see: https://github.com/opencog/opencog/issues/1280")
def test_propose(self):
'''
Testing the propose function
'''
def filter_1():
print("Testing filter #1...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#4.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#5.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#6.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
def filter_2():
print("Testing filter #2...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#2/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#2/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
def filter_3():
print("Testing filter #3...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
def filter_4():
print("Testing filter #4...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
def filter_5():
print("Testing filter #5...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
def filter_6():
print("Testing filter #6...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
def filter_7():
print("Testing filter #7...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
def filter_8():
print("Testing filter #8...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
def filter_9():
print("Testing filter #9...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
def filter_10():
print("Testing filter #10...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#10/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),10))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#10/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),10))
self.atomspace.clear()
def filter_11():
print("Testing filter #11...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#11/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),11))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#11/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),11))
self.atomspace.clear()
def filter_12():
print("Testing filter #12...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#12/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent',types.ParseNode),12))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#12/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),12))
self.atomspace.clear()
def filter_13():
print("Testing filter #13...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#13/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),13))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#13/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),13))
self.atomspace.clear()
def filter_14():
print("Testing filter #14...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#14/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),14))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#14/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),14))
self.atomspace.clear()
def filter_15():
print("Testing filter #15...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#15/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),15))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#15/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),15))
self.atomspace.clear()
def filter_16():
print("Testing filter #16...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#16/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),16))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#16/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),16))
self.atomspace.clear()
def filter_17():
print("Testing filter #17...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#17/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),17))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#17/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),17))
self.atomspace.clear()
def filter_18():
print("Testing filter #18...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#18/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),18))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#18/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),18))
self.atomspace.clear()
filter_1()
filter_2()
filter_3()
filter_4()
filter_5()
filter_6()
filter_7()
filter_8()
filter_9()
filter_10()
filter_11()
filter_12()
filter_13()
filter_14()
filter_15()
filter_16()
filter_17()
filter_18()
#@unittest.skip("debugging skipping")
def test_pleonastic_if(self):
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#4.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#5.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
#@unittest.skip("debugging skipping")
def test_conjunctions(self):
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/conjunction.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('waitresses')))
self.atomspace.clear()
from opencog.type_constructors import *
__author__ = 'Curtis Faith'
def assert_equals(object_one, object_two):
if (object_one != object_two):
print "assert_equals FAILED: one ", object_one, ", two ", object_two
def assert_true(test):
if (not test):
print "assert_true FAILED: test ", test
def add_link(atom_one, atom_two):
return ListLink(atom_one, atom_two)
atomspace = AtomSpace()
# Get the config file name in a manner not dependent on the
# starting working directory.
full_path = os.path.realpath(__file__)
config_file_name = os.path.dirname(full_path) + "/bindlink_test.conf"
print config_file_name
# Initialize Python
initialize_opencog(atomspace, config_file_name)
# Define several animals and something of a different type as well
InheritanceLink( ConceptNode("Frog"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Zebra"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Deer"), ConceptNode("animal"))
InheritanceLink( ConceptNode("Spaceship"), ConceptNode("machine")).truth_value(0.5,0.5)
class AnaphoraUnitTester(TestCase):
def setUp(self):
self.atomspace= AtomSpace()
scheme_eval(self.atomspace, "(add-to-load-path \"/usr/local/share/opencog/scm\")")
scheme_eval(self.atomspace, "(use-modules (opencog))")
scheme_eval(self.atomspace, "(use-modules (opencog atom-types))")
scheme_eval(self.atomspace, "(use-modules (opencog query))")
data=["opencog/scm/config.scm",
"opencog/scm/core_types.scm",
"opencog/scm/apply.scm",
"opencog/scm/file-utils.scm",
"opencog/scm/utilities.scm",
"opencog/scm/av-tv.scm",
"opencog/nlp/scm/type-definitions.scm",
"opencog/nlp/scm/config.scm",
"opencog/nlp/scm/file-utils.scm",
"opencog/nlp/scm/nlp-utils.scm",
"opencog/nlp/scm/disjunct-list.scm",
"opencog/nlp/scm/processing-utils.scm",
]
for item in data:
status=load_scm(self.atomspace, item)
# print "load status=", status, " item=", item
self.hobbsAgent=HobbsAgent()
def tearDown(self):
del self.atomspace
del self.hobbsAgent
def getWord(self,name,type=types.WordInstanceNode):
rv=self.atomspace.get_atoms_by_name(type,name)
return rv[0]
def compare(self,list_1,list_2):
if len(list_1)==len(list_2):
for i in range(len(list_1)):
if list_1[i]!=list_2[i].name:
return False
return True
else:
return False
def test_bfs(self):
'''
Testing the bfs function
'''
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/bfs.scm"))
self.hobbsAgent.run(self.atomspace)
self.assertTrue(self.compare(['a','b','c','d','e','f','g'],self.hobbsAgent.bfs(self.getWord('a'))))
self.atomspace.clear()
#@unittest.skip("debugging skipping")
def test_getWords(self):
'''
Testing the getWords function
'''
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/getWords.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.compare(['a','b','c','d','e','f','g','h','j'],self.hobbsAgent.getWords()))
self.atomspace.clear()
def test_propose(self):
'''
Testing the propose function
'''
def filter_1():
print("Testing filter #1...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#4.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#5.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#1/data_#6.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
def filter_2():
print("Testing filter #2...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#2/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#2/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent')))
self.atomspace.clear()
def filter_3():
print("Testing filter #3...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#3/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),3))
self.atomspace.clear()
def filter_4():
print("Testing filter #4...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#4/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),4))
self.atomspace.clear()
def filter_5():
print("Testing filter #5...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#5/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),5))
self.atomspace.clear()
def filter_6():
print("Testing filter #6...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#6/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),6))
self.atomspace.clear()
def filter_7():
print("Testing filter #7...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#7/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),7))
self.atomspace.clear()
def filter_8():
print("Testing filter #8...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#8/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),8))
self.atomspace.clear()
def filter_9():
print("Testing filter #9...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#9/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),9))
self.atomspace.clear()
def filter_10():
print("Testing filter #10...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#10/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),10))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#10/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),10))
self.atomspace.clear()
def filter_11():
print("Testing filter #11...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#11/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),11))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#11/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),11))
self.atomspace.clear()
def filter_12():
print("Testing filter #12...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#12/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent',types.ParseNode),12))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#12/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),12))
self.atomspace.clear()
def filter_13():
print("Testing filter #13...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#13/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),13))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#13/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),13))
self.atomspace.clear()
def filter_14():
print("Testing filter #14...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#14/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),14))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#14/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),14))
self.atomspace.clear()
def filter_15():
print("Testing filter #15...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#15/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),15))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#15/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),15))
self.atomspace.clear()
def filter_16():
print("Testing filter #16...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#16/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),16))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#16/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),16))
self.atomspace.clear()
def filter_17():
print("Testing filter #17...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#17/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),17))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#17/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),17))
self.atomspace.clear()
def filter_18():
print("Testing filter #18...")
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#18/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.propose(self.getWord('antecedent'),18))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/propose/filter-#18/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.propose(self.getWord('antecedent'),18))
self.atomspace.clear()
filter_1()
filter_2()
filter_3()
filter_4()
filter_5()
filter_6()
filter_7()
filter_8()
filter_9()
filter_10()
filter_11()
filter_12()
filter_13()
filter_14()
filter_15()
filter_16()
filter_17()
filter_18()
#@unittest.skip("debugging skipping")
def test_pleonastic_if(self):
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#1.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#2.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#3.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertTrue(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#4.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/pleonastic_it/data_#5.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('it')))
self.atomspace.clear()
#@unittest.skip("debugging skipping")
def test_conjunctions(self):
self.assertTrue(load_scm(self.atomspace, "tests/nlp/anaphora/data/conjunction.scm"))
self.hobbsAgent.initilization(self.atomspace)
self.assertFalse(self.hobbsAgent.pleonastic_it(self.getWord('waitresses')))
self.atomspace.clear()
vehicle=> SimilarityLink (stv 0.100000 0.900000)
person=> SimilarityLink (stv 0.800000 0.900000)
-----
(ConceptNode "car-man-2") ; [537]
vehicle=> SimilarityLink (stv 0.100000 0.900000)
person=> SimilarityLink (stv 0.800000 0.900000)
-----
(ConceptNode "car-man-3") ; [538]
vehicle=> SimilarityLink (stv 0.100000 0.900000)
person=> SimilarityLink (stv 0.800000 0.900000)
"""
print "--------Start third example--------"
a = AtomSpace()
initialize_opencog(a)
# Make custom concept network.
"""
Make test nodes.
"""
# Nodes will be blended:
car = ConceptNode("car")
man = ConceptNode("man")
# A. Car is metal. (Not duplicated)
metal = ConceptNode("metal")
# B. Car moves, man moves. (Duplicated, not conflicted)
move = ConceptNode("move")
def setUp(self):
self.atomspace = AtomSpace()
resolution = 1
self.testmap = OctomapOcTree.init_new_map("testmap", resolution)
""" Data definitions for smokes_example.py The full definitions are in this Scheme file: https://github.com/opencog/test-datasets/blob/master/pln/tuffy/smokes/smokes.scm They are redefined in Python format here for testing, due to this bug that prevents importing Scheme files without a running cogserver: https://github.com/opencog/opencog/issues/530 """ __author__ = 'Cosmo Harrigan' from opencog.atomspace import AtomSpace, TruthValue, types atomspace = AtomSpace() # Basic variable definitions X = atomspace.add_node(types.VariableNode, "$X") lX = atomspace.add_link(types.ListLink, [X]) Y = atomspace.add_node(types.VariableNode, "$Y") lY = atomspace.add_link(types.ListLink, [Y]) X_Y = atomspace.add_link(types.ListLink, [X, Y]) full_confidence = TruthValue().confidence_to_count(1) crisp_true = TruthValue(1, full_confidence) # Anna smokes. Anna = atomspace.add_node(types.ConceptNode, "Anna") smokes = atomspace.add_node(types.PredicateNode, "smokes")
from opencog.atomspace import AtomSpace, TruthValue, Atom from opencog.atomspace import types as t a = AtomSpace() TV = TruthValue(1, 1) A = a.add_node(t.ConceptNode, 'A', TV) B = a.add_node(t.ConceptNode, 'B', TruthValue(0.5, 1)) C = a.add_node(t.ConceptNode, 'C', TV) AB = a.add_link(t.InheritanceLink, [A, B], TV) BC = a.add_link(t.InheritanceLink, [B, C], TV) AC = a.add_link(t.InheritanceLink, [A, C]) a.print_list() import logic from tree import * target = tree_from_atom(AC) chainer = logic.Chainer(a) results = chainer.bc(target) print '\n---------------------------\n' print results print AC
class ForwardChainerTest(TestCase):
def setUp(self):
self.atomspace = AtomSpace()
self.chainer = Chainer(self.atomspace)
def tearDown(self):
del self.atomspace
del self.chainer
def _simple_atoms_1(self):
atoms = []
atoms.append(self.atomspace.add_node(types.ConceptNode, "animal"))
atoms.append(self.atomspace.add_node(types.ConceptNode, "breathe"))
atoms.append(
self.atomspace.add_link(types.InheritanceLink,
[atoms[0], atoms[1]]))
return atoms
def test__selectOne(self):
atoms = self._simple_atoms_1()
atom = self.chainer._selectOne(atoms)
self.assertNotEquals(atom, None)
self.assertEqual(atom, atoms[0])
atom = self.chainer._selectOne(atoms)
self.assertTrue(atom in atoms)
def test_get_attentional_focus(self):
atoms = self._simple_atoms_1()
print atoms[2]
contents = get_attentional_focus(self.atomspace)
print contents
self.assertEqual(len(contents), 1)
def test__select_one_matching(self):
atoms = self._simple_atoms_1()
template = atoms[2]
result = self.chainer._select_one_matching(template)
self.assertEqual(result, atoms[2])
print get_attentional_focus(self.atomspace)
template = self.atomspace.add_node(types.VariableNode, "$v1")
result = self.chainer._select_one_matching(template)
self.assertNotEqual(result, None)
def test__find_inputs_recursive(self):
def apply(generic_inputs, generic_outputs):
inputs = []
outputs = []
empty_substitution = {}
status = self.chainer._find_inputs_recursive(
inputs, outputs, generic_inputs, generic_outputs,
empty_substitution)
return (inputs, outputs)
atoms = self._simple_atoms_1()
# test it on lots of simple made up rules that include the edge cases
# [] => []
generic_inputs = []
generic_outputs = []
(inputs, outputs) = apply(generic_inputs, generic_outputs)
self.assertEquals(inputs, [])
self.assertEquals(outputs, [])
# [animal] => []
generic_inputs = [atoms[0]]
generic_outputs = []
(inputs, outputs) = apply(generic_inputs, generic_outputs)
self.assertEquals(inputs, [atoms[0]])
self.assertEquals(outputs, [])
v1 = self.atomspace.add_node(types.VariableNode, "$v1")
# [v1] => []
generic_inputs = [v1]
generic_outputs = []
(inputs, outputs) = apply(generic_inputs, generic_outputs)
self.assertEquals(len(inputs), 1)
self.assertEquals(outputs, [])
#from nose.tools import set_trace; set_trace()
# [v1] => [v1]
generic_inputs = [v1]
generic_outputs = [v1]
(inputs, outputs) = apply(generic_inputs, generic_outputs)
print str(inputs[0])
print str(outputs[0])
self.assertEquals(len(inputs), 1)
self.assertEquals(len(outputs), 1)
class AtomTest(TestCase):
def setUp(self):
self.space = AtomSpace()
def test_creation(self):
a = self.space.add_node(types.Node, "test1")
self.assertEqual(a.name, "test1")
self.assertEqual(a.tv, TruthValue(1.0, 0.0)) # default is true, no confidence
def test_w_truthvalue(self):
tv = TruthValue(0.5, 100)
a = self.space.add_node(types.Node, "test2", tv)
self.assertEqual(a.tv, tv)
# test set tv
a.tv = TruthValue(0.1, 10)
self.assertEqual(a.tv, TruthValue(0.1, 10))
def test_w_attention_value(self):
a = self.space.add_node(types.Node, "test2")
self.assertEqual(a.av, {'lti': 0, 'sti': 0, 'vlti': False})
# test set av
a.av = { "sti": 10, "lti": 1, "vlti": True }
self.assertEqual(a.av, {'sti': 10, 'lti': 1, 'vlti': True})
def test_out(self):
# test get out
a1 = self.space.add_node(types.Node, "test2")
self.assertEqual(a1.out, [])
tv = TruthValue(0.5, 100)
a2 = self.space.add_node(types.Node, "test3", tv)
l = self.space.add_link(types.Link, [a1, a2])
self.assertEqual(l.out, [a1, a2])
# ensure out is considered immutable
self.assertRaises(AttributeError, setattr, l, "out", [a1])
def test_arity(self):
a1 = self.space.add_node(types.Node, "test2")
self.assertEqual(a1.arity, 0)
tv = TruthValue(0.5, 100)
a2 = self.space.add_node(types.Node, "test3", tv)
l = self.space.add_link(types.Link, [a1, a2])
self.assertEqual(l.arity, 2)
# ensure arity is considered immutable
self.assertRaises(AttributeError, setattr, l, "arity", 4)
def test_is_source(self):
# any out item is a source for unordered links
# only the fist item is a source of ordered links
a1 = self.space.add_node(types.Node, "test1")
a2 = self.space.add_node(types.Node, "test2")
l_ordered = self.space.add_link(types.OrderedLink, [a1, a2])
l_unordered = self.space.add_link(types.UnorderedLink, [a1, a2])
self.assertEqual(l_ordered.is_source(a1), True)
self.assertEqual(l_ordered.is_source(a2), False)
self.assertEqual(l_unordered.is_source(a1), True)
self.assertEqual(l_unordered.is_source(a2), True)
def test_type(self):
# test get out
a = self.space.add_node(types.Node, "test2")
self.assertEqual(a.type, 1)
self.assertEqual(a.t, 1)
a2 = self.space.add_node(types.Node, "test3")
l = self.space.add_link(types.Link, [a, a2])
self.assertEqual(l.type, 2)
self.assertEqual(l.t, 2)
# ensure type is considered immutable
self.assertRaises(AttributeError, setattr, l, "type", 5)
self.assertRaises(AttributeError, setattr, a, "type", 5)
self.assertEqual(l.type_name, "Link")
self.assertEqual(a.type_name, "Node")
def test_strings(self):
# set up a link and atoms
tv = TruthValue(0.5, 100)
a1 = self.space.add_node(types.Node, "test1", tv)
a2 = self.space.add_node(types.Node, "test2")
a2.av = {"sti": 10, "lti": 1, "vlti": True}
a2.tv = TruthValue(0.1, 10)
l = self.space.add_link(types.Link, [a1, a2])
# test string representation
a1_expected = "(Node \"test1\") ; [{0}]\n".format(str(a1.h.value()))
a1_expected_long = \
"(Node \"test1\" (av 0 0 0) (stv 0.500000 0.111111)) ; [{0}]\n"\
.format(str(a1.h.value()))
a2_expected = "(Node \"test2\") ; [{0}]\n".format(str(a2.h.value()))
a2_expected_long = \
"(Node \"test2\" (av 10 1 1) (stv 0.100000 0.012346)) ; [{0}]\n"\
.format(str(a2.h.value()))
l_expected = \
"(Link (stv 1.000000 0.000000)\n {0} {1}) ; [{2}]\n"\
.format(a1_expected, a2_expected, str(l.h.value()))
l_expected_long = \
"(Link (av 0 0 0) (stv 1.000000 0.000000)\n {0} {1}) ; [{2}]\n"\
.format(a1_expected_long, a2_expected_long, str(l.h.value()))
self.assertEqual(str(a2), a2_expected)
self.assertEqual(a2.long_string(), a2_expected_long)
self.assertEqual(str(l), l_expected)
self.assertEqual(l.long_string(), l_expected_long)
from opencog.scheme_wrapper import load_scm, scheme_eval, scheme_eval_h, __init__
from pln.chainers import Chainer
from pln.rules.temporal_rules import create_temporal_rules
__author__ = 'Sebastian Ruder'
num_steps = 100
print_starting_contents = True
coreTypes = "opencog/scm/core_types.scm"
utilities = "opencog/scm/utilities.scm"
timeLinks = "opencog/spacetime/spacetime_types.scm"
data = "tests/python/test_pln/scm_disabled/temporal/temporalToyExample.scm"
# data = "opencog/python/pln_old/examples/temporal/temporal-r2l-input.scm"
# initialize atomspace
atomspace = AtomSpace()
__init__(atomspace)
for item in [coreTypes, utilities, timeLinks, data]:
load_scm(atomspace, item)
# initialize chainer
chainer = Chainer(atomspace,
stimulateAtoms=False,
allow_output_with_variables=True,
delete_temporary_variables=True)
for rule in create_temporal_rules(chainer):
chainer.add_rule(rule)
if print_starting_contents:
print('AtomSpace starting contents:')
atomspace.print_list()
def setUp(self):
self.atomspace = AtomSpace()
self.chainer = Chainer(self.atomspace)
class TreeTest(TestCase):
def setUp(self):
self.a = AtomSpace()
self.x1 = self.a.add(t.ConceptNode, "test1")
self.x2 = self.a.add(t.ConceptNode, "test2")
self.l1 = self.a.add(t.Link, out=[self.x1, self.x2])
self.l2 = self.a.add(t.Link, out=[self.l1, self.x2])
print 'l1', self.l1
def tearDown(self):
del self.a
def test_atom_tree(self):
node_tree = tree.tree_from_atom(self.x1)
self.assertEquals(node_tree.is_leaf(), True)
def test_link_tree(self):
l_tree = tree.tree_from_atom(self.l1)
self.assertEquals(l_tree.is_leaf(), False)
# should be something like ('Link', 17, 18)
x = l_tree.to_tuple()
self.assertEquals(len(x), 3)
def test_link_to_link_tree(self):
l_tree = tree.tree_from_atom(self.l2)
self.assertEquals(l_tree.is_leaf(), False)
# should be something like ('Link', ('Link', 13, 14), 14)
x = l_tree.to_tuple()
self.assertEquals(len(x), 3)
self.assertEquals(len(x[1]), 3)
self.assertEquals(x[1][2], x[2])
def test_compare(self):
l_tree1 = tree.tree_from_atom(self.l1)
l_tree = tree.tree_from_atom(self.l2)
self.assertEquals(l_tree1 > l_tree, False)
self.assertEquals(l_tree1 < l_tree, True)
def test_coerce_tree(self):
node_tree = tree.tree_from_atom(self.x1)
print str(node_tree)
self.assertEquals(tree.coerce_tree(node_tree), node_tree)
self.assertEquals(tree.coerce_tree(self.x1), node_tree)
self.assertEquals(tree.coerce_tree("tree").op, "tree")
def test_is_variable(self):
var_tree = tree.Var(1)
self.assertEquals(var_tree.is_variable(), True)
node_tree = tree.T(self.x1)
self.assertEquals(node_tree.is_variable(), False)
def test_unify(self):
T = tree.T
V = tree.Var
x1_template = T(self.x1)
x1_tree = tree.tree_from_atom(self.x1)
s = tree.unify(x1_template, x1_tree, {})
self.assertEquals(s, {})
x2_template = T(self.x2)
s = tree.unify(x2_template, x1_tree, {})
self.assertEquals(s, None)
all_template = V(1)
l2_tree = tree.tree_from_atom(self.l2)
s = tree.unify(all_template, l2_tree, {})
s_correct = {all_template: l2_tree}
self.assertEquals(s, s_correct)
t1 = V(1)
t2 = V(2)
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1): V(2)})
t1 = V(1)
t2 = V(2)
s_correct = {V(1): V(2)}
s = tree.unify(t1, t2, s_correct)
self.assertEquals(s, s_correct)
t1 = T('blah', V(1))
t2 = T('blah', V(2))
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1): V(2)})
t1 = T('blah', V(1), V(2))
t2 = T('blah', V(3), V(4))
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1): V(3), V(2): V(4)})
t1 = T('blah', V(1), V(1))
t2 = T('blah', V(2), V(2))
s = tree.unify(t1, t2, {})
self.assertEquals(s, {V(1): V(2)})
def test_find_conj(self):
conj = (tree.tree_from_atom(self.l1), tree.tree_from_atom(self.l2))
matches = tree.find_conj(conj, self.a.get_atoms_by_type(t.Atom))
self.assertEquals(len(matches), 1)
if len(matches) == 1:
first = matches[0]
self.assertEquals(first.subst, {})
self.assertEquals(first.atoms, [self.l1, self.l2])
# Test whether find_conj can be used to find atoms for Psi Rules. That is not actually done in the code, but could be useful as an alternative approach.
# (This may be obsolete; an even better approach would be to use find_matching_conjunctions)
def test_find_conj2(self):
a = self.a
conj = (a.add(
t.AtTimeLink,
out=[
a.add(t.TimeNode, '11210347010'),
a.add(t.EvaluationLink,
out=[
a.add(t.PredicateNode, 'increased'),
a.add(t.ListLink,
out=[
a.add(t.EvaluationLink,
out=[
a.add(t.PredicateNode,
'EnergyDemandGoal'),
a.add(t.ListLink, out=[])
])
])
])
]),
a.add(
t.AtTimeLink,
out=[
a.add(t.TimeNode, '11210347000'),
a.add(
t.EvaluationLink,
out=[
a.add(t.PredicateNode, 'actionDone'),
a.add(
t.ListLink,
out=[
a.add(
t.ExecutionLink,
out=[
a.add(t.GroundedSchemaNode,
'eat'),
a.add(t.ListLink,
out=[
a.add(
t.AccessoryNode,
'id_-54646')
])
])
])
])
]),
a.add(t.SequentialAndLink,
out=[
a.add(t.TimeNode, '11210347000'),
a.add(t.TimeNode, '11210347010')
]))
conj = tuple(map(tree.tree_from_atom, conj))
res = tree.find_conj(conj, a.get_atoms_by_type(t.Atom))
def test_find_conj3(self):
a = self.a
t1 = tree.atom_from_tree(tree.new_var(), a)
t2 = tree.atom_from_tree(tree.new_var(), a)
action = tree.atom_from_tree(tree.new_var(), a)
goal = tree.atom_from_tree(tree.new_var(), a)
conj = (a.add(
t.AtTimeLink,
out=[
t1,
a.add(t.EvaluationLink,
out=[a.add(t.PredicateNode, 'actionDone'), action])
]),
a.add(t.AtTimeLink,
out=[
t2,
a.add(t.EvaluationLink,
out=[
a.add(t.PredicateNode, 'increased'),
a.add(t.ListLink,
out=[
a.add(t.EvaluationLink,
out=[
goal,
a.add(t.ListLink,
out=[])
])
])
])
]),
a.add(t.SequentialAndLink,
out=[
a.add(t.TimeNode, '11210347000'),
a.add(t.TimeNode, '11210347010')
]))
conj = tuple(map(tree.tree_from_atom, conj))
res = tree.find_conj(conj, a.get_atoms_by_type(t.Atom))
def test_apply_rule(self):
atoms = [self.l1, self.l2]
# This is supposed to look up all Atoms of (exactly) type 'Link', and return their first outgoing atom
link_template = tree.T('Link', 1, 2)
first = tree.Var(1)
result_trees = tree.apply_rule(link_template, first, atoms)
result_correct = map(tree.tree_from_atom, [self.x1, self.l1])
self.assertEquals(result_trees, result_correct)
def test_standardize_apart(self):
var1, var2 = tree.Var(1), tree.Var(2)
tr1 = tree.T('ListLink', var1, var2)
tr2 = tree.standardize_apart(tr1)
print tr1
print tr2
self.assertNotEquals(tree.unify(tr1, tr2, {}), None)
var1_new, var2_new = tr2.args
self.assertNotEquals(var1_new, var2_new)
assert var1_new not in [var1, var2]
assert var2_new not in [var1, var2]
def test_canonical_trees(self):
conj = (tree.T('ListLink', 1, 2), tree.T('ListLink', 2, 3))
canon = tree.canonical_trees(conj)
print canon
concept_nodes = [n for n in concept_nodes if n.type_name in ['ConceptNode', 'PredicateNode']]
concept_nodes = map(Tree, concept_nodes)
print len(concept_nodes),'concepts'
for A in concept_nodes:
for B in concept_nodes:
target = T('SubsetLink', A, B)
print target
results = chainer.bc(target)
print results
if __name__ == '__main__':
atomspace = AtomSpace()
# jade.ATOMS
ENTITY = atomspace.add_node('VariableNode', '$ENTITY')
BLOCK = atomspace.add_node('VariableNode', '$BLOCK')
COLOR = atomspace.add_node('VariableNode', '$COLOR')
atomspace.add_link('ForAllLink',
[atomspace.add_link('ListLink', [ENTITY, BLOCK, COLOR]),
atomspace.add_link('ImplicationLink',
[atomspace.add_link('AndLink',
[atomspace.add_link('EvaluationLink',
[atomspace.add_node('PredicateNode', 'part-of'),
atomspace.add_link('ListLink', [BLOCK, ENTITY])]),
atomspace.add_link('EvaluationLink',
[atomspace.add_node('PredicateNode', 'color'),
def fetch_cogscms(atomspace: AtomSpace) -> set[Atom]:
"""Fetch all cognitive schematics from an given atomspace."""
pit = get_type("BackPredictiveImplicationScopeLink")
return set(atomspace.get_atoms_by_type(pit))
vehicle=> SimilarityLink (stv 0.100000 0.900000)
person=> SimilarityLink (stv 0.800000 0.900000)
-----
(ConceptNode "car-man-2") ; [537]
vehicle=> SimilarityLink (stv 0.100000 0.900000)
person=> SimilarityLink (stv 0.800000 0.900000)
-----
(ConceptNode "car-man-3") ; [538]
vehicle=> SimilarityLink (stv 0.100000 0.900000)
person=> SimilarityLink (stv 0.800000 0.900000)
"""
print "--------Start third example--------"
a = AtomSpace()
initialize_opencog(a)
# Make custom concept network.
"""
Make test nodes.
"""
# Nodes will be blended:
car = ConceptNode("car")
man = ConceptNode("man")
# A. Car is metal. (Not duplicated)
metal = ConceptNode("metal")
# B. Car moves, man moves. (Duplicated, not conflicted)
move = ConceptNode("move")