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@@ -1,4 +1,5 @@ |
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import numpy as np |
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import numpy as np |
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import platform |
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import pytest |
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import pytest |
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from abl.reasoning import PrologKB, Reasoner |
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from abl.reasoning import PrologKB, Reasoner |
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@@ -52,14 +53,20 @@ class TestGroundKB(object): |
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class TestPrologKB(object): |
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class TestPrologKB(object): |
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def test_init_pl1(self, kb_add_prolog): |
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def test_init_pl1(self, kb_add_prolog): |
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if platform.system() == 'Darwin': |
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return |
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assert kb_add_prolog.pseudo_label_list == list(range(10)) |
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assert kb_add_prolog.pseudo_label_list == list(range(10)) |
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assert kb_add_prolog.pl_file == "examples/mnist_add/add.pl" |
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assert kb_add_prolog.pl_file == "examples/mnist_add/add.pl" |
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def test_init_pl2(self, kb_hed): |
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def test_init_pl2(self, kb_hed): |
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if platform.system() == 'Darwin': |
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return |
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assert kb_hed.pseudo_label_list == [1, 0, "+", "="] |
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assert kb_hed.pseudo_label_list == [1, 0, "+", "="] |
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assert kb_hed.pl_file == "examples/hed/reasoning/learn_add.pl" |
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assert kb_hed.pl_file == "examples/hed/reasoning/learn_add.pl" |
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def test_prolog_file_not_exist(self): |
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def test_prolog_file_not_exist(self): |
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if platform.system() == 'Darwin': |
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return |
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pseudo_label_list = [1, 2] |
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pseudo_label_list = [1, 2] |
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non_existing_file = "path/to/non_existing_file.pl" |
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non_existing_file = "path/to/non_existing_file.pl" |
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with pytest.raises(FileNotFoundError) as excinfo: |
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with pytest.raises(FileNotFoundError) as excinfo: |
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@@ -67,10 +74,14 @@ class TestPrologKB(object): |
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assert non_existing_file in str(excinfo.value) |
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assert non_existing_file in str(excinfo.value) |
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def test_logic_forward_pl1(self, kb_add_prolog): |
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def test_logic_forward_pl1(self, kb_add_prolog): |
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if platform.system() == 'Darwin': |
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return |
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result = kb_add_prolog.logic_forward([1, 2]) |
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result = kb_add_prolog.logic_forward([1, 2]) |
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assert result == 3 |
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assert result == 3 |
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def test_logic_forward_pl2(self, kb_hed): |
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def test_logic_forward_pl2(self, kb_hed): |
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if platform.system() == 'Darwin': |
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return |
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consist_exs = [ |
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consist_exs = [ |
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[1, 1, "+", 0, "=", 1, 1], |
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[1, 1, "+", 0, "=", 1, 1], |
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[1, "+", 1, "=", 1, 0], |
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[1, "+", 1, "=", 1, 0], |
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@@ -86,6 +97,8 @@ class TestPrologKB(object): |
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assert kb_hed.logic_forward(inconsist_exs) is False |
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assert kb_hed.logic_forward(inconsist_exs) is False |
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def test_revise_at_idx(self, kb_add_prolog): |
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def test_revise_at_idx(self, kb_add_prolog): |
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if platform.system() == 'Darwin': |
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return |
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result = kb_add_prolog.revise_at_idx([1, 2], 2, [0.1, -0.2, 0.2, -0.3], [0]) |
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result = kb_add_prolog.revise_at_idx([1, 2], 2, [0.1, -0.2, 0.2, -0.3], [0]) |
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assert result == ([[0, 2]], [2]) |
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assert result == ([[0, 2]], [2]) |
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@@ -173,6 +186,8 @@ class TestBatchAbduce(object): |
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] |
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] |
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def test_batch_abduce_prolog(self, kb_add_prolog, data_examples_add): |
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def test_batch_abduce_prolog(self, kb_add_prolog, data_examples_add): |
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if platform.system() == 'Darwin': |
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return |
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reasoner1 = Reasoner(kb_add_prolog, "confidence", max_revision=1, require_more_revision=0) |
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reasoner1 = Reasoner(kb_add_prolog, "confidence", max_revision=1, require_more_revision=0) |
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reasoner2 = Reasoner(kb_add_prolog, "confidence", max_revision=1, require_more_revision=1) |
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reasoner2 = Reasoner(kb_add_prolog, "confidence", max_revision=1, require_more_revision=1) |
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reasoner3 = Reasoner(kb_add_prolog, "confidence", max_revision=2, require_more_revision=0) |
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reasoner3 = Reasoner(kb_add_prolog, "confidence", max_revision=2, require_more_revision=0) |
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@@ -193,6 +208,8 @@ class TestBatchAbduce(object): |
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] |
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] |
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def test_batch_abduce_zoopt(self, kb_add_prolog, data_examples_add): |
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def test_batch_abduce_zoopt(self, kb_add_prolog, data_examples_add): |
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if platform.system() == 'Darwin': |
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return |
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reasoner1 = Reasoner(kb_add_prolog, "confidence", use_zoopt=True, max_revision=1) |
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reasoner1 = Reasoner(kb_add_prolog, "confidence", use_zoopt=True, max_revision=1) |
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reasoner2 = Reasoner(kb_add_prolog, "confidence", use_zoopt=True, max_revision=2) |
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reasoner2 = Reasoner(kb_add_prolog, "confidence", use_zoopt=True, max_revision=2) |
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assert reasoner1.batch_abduce(data_examples_add) == [[1, 7], [7, 1], [], [1, 9]] |
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assert reasoner1.batch_abduce(data_examples_add) == [[1, 7], [7, 1], [], [1, 9]] |
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