/* Copyright 2015 The TensorFlow Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ==============================================================================*/ #include #include "tensorflow/core/util/equal_graph_def.h" #include "tensorflow/core/framework/node_def_util.h" #include "tensorflow/core/framework/op.h" #include "tensorflow/core/graph/graph_def_builder.h" #include "tensorflow/core/kernels/ops_util.h" #include "tensorflow/core/lib/core/status_test_util.h" #include "tensorflow/core/platform/test.h" #include "tensorflow/core/public/version.h" namespace tensorflow { namespace { REGISTER_OP("Input").Output("o: float"); REGISTER_OP("Alternate").Output("o: float"); REGISTER_OP("Combine").Input("a: float").Input("b: float").Output("o: float"); Node* Input(const GraphDefBuilder::Options& opts) { return ops::SourceOp("Input", opts); } Node* Alternate(const GraphDefBuilder::Options& opts) { return ops::SourceOp("Alternate", opts); } Node* Combine(ops::NodeOut a, ops::NodeOut b, const GraphDefBuilder::Options& opts) { return ops::BinaryOp("Combine", std::move(a), std::move(b), opts); } class EqualGraphDefTest : public ::testing::Test { protected: EqualGraphDefTest() : e_(GraphDefBuilder::kFailImmediately), a_(GraphDefBuilder::kFailImmediately) {} bool Match() { GraphDef expected; TF_EXPECT_OK(e_.ToGraphDef(&expected)); GraphDef actual; TF_EXPECT_OK(a_.ToGraphDef(&actual)); bool match = EqualGraphDef(actual, expected, &diff_); if (match) { EXPECT_EQ(GraphDefHash(expected), GraphDefHash(actual)); } else { // While, strictly speaking, this does not have to be the case, // we want to check that our hash is more than "return 0;". // If, in the extremely unlikely case, some different graphs // legitimately produce equal hash values in this test, we can always // tweak them a little to produce different hash values. EXPECT_NE(GraphDefHash(expected), GraphDefHash(actual)); } return match; } GraphDefBuilder e_; GraphDefBuilder a_; string diff_; }; TEST_F(EqualGraphDefTest, Match) { Input(e_.opts().WithName("A")); Input(a_.opts().WithName("A")); EXPECT_TRUE(Match()) << diff_; } TEST_F(EqualGraphDefTest, NoMatch) { Input(e_.opts().WithName("A")); Input(a_.opts().WithName("B")); EXPECT_FALSE(Match()); EXPECT_EQ("Did not find expected node '{{node A}} = Input[]()'", diff_); } TEST_F(EqualGraphDefTest, MissingNode) { Input(e_.opts().WithName("A")); Input(e_.opts().WithName("B")); Input(a_.opts().WithName("A")); EXPECT_FALSE(Match()); EXPECT_EQ("Did not find expected node '{{node B}} = Input[]()'", diff_); } TEST_F(EqualGraphDefTest, ExtraNode) { Input(e_.opts().WithName("A")); Input(a_.opts().WithName("A")); Input(a_.opts().WithName("B")); EXPECT_FALSE(Match()); EXPECT_EQ("Found unexpected node '{{node B}} = Input[]()'", diff_); } TEST_F(EqualGraphDefTest, NodeOrder) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Combine(a, b, e_.opts().WithName("C")); b = Input(a_.opts().WithName("B")); a = Input(a_.opts().WithName("A")); Combine(a, b, a_.opts().WithName("C")); EXPECT_TRUE(Match()) << diff_; } TEST_F(EqualGraphDefTest, NameMismatch) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); // Have to call EqualNodeDef() directly here, since EqualGraphDef() // only calls EqualNodeDef() with nodes that have matching names. EXPECT_FALSE(EqualNodeDef(a->def(), b->def(), &diff_)); EXPECT_EQ("Actual node name 'A' is not expected 'B'", diff_); } TEST_F(EqualGraphDefTest, OpMismatch) { Input(e_.opts().WithName("A")); Alternate(a_.opts().WithName("A")); EXPECT_FALSE(Match()); EXPECT_EQ("Node named 'A' has op 'Alternate' that is not expected 'Input'", diff_); } TEST_F(EqualGraphDefTest, DeviceMatch) { Input(e_.opts().WithName("A").WithDevice("/cpu:0")); Input(a_.opts().WithName("A").WithDevice("/cpu:0")); EXPECT_TRUE(Match()) << diff_; } TEST_F(EqualGraphDefTest, DeviceMismatch) { Input(e_.opts().WithName("A").WithDevice("/cpu:0")); Input(a_.opts().WithName("A").WithDevice("/cpu:1")); EXPECT_FALSE(Match()); EXPECT_EQ("Node named 'A' has device '/cpu:1' that is not expected '/cpu:0'", diff_); } TEST_F(EqualGraphDefTest, InputMismatch) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Combine(a, a, e_.opts().WithName("C")); a = Input(a_.opts().WithName("A")); b = Input(a_.opts().WithName("B")); Combine(b, b, a_.opts().WithName("C")); EXPECT_FALSE(Match()); EXPECT_EQ("Node named 'C' has input 0 'B' that doesn't match expected 'A'", diff_); } TEST_F(EqualGraphDefTest, InputOrderMismatch) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Combine(a, b, e_.opts().WithName("C")); a = Input(a_.opts().WithName("A")); b = Input(a_.opts().WithName("B")); Combine(b, a, a_.opts().WithName("C")); EXPECT_FALSE(Match()); EXPECT_EQ("Node named 'C' has input 0 'B' that doesn't match expected 'A'", diff_); } TEST_F(EqualGraphDefTest, ControlInputOrder) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Node* c = Input(e_.opts().WithName("C")); Node* d = Input(e_.opts().WithName("D")); Combine(a, a, e_.opts() .WithName("E") .WithControlInput(b) .WithControlInput(c) .WithControlInput(d)); a = Input(a_.opts().WithName("A")); b = Input(a_.opts().WithName("B")); c = Input(a_.opts().WithName("C")); d = Input(a_.opts().WithName("D")); Combine(a, a, a_.opts() .WithName("E") .WithControlInput(c) .WithControlInput(d) .WithControlInput(b)); EXPECT_TRUE(Match()) << diff_; } TEST_F(EqualGraphDefTest, ControlInputMismatch) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Node* c = Input(e_.opts().WithName("C")); Node* d = Input(e_.opts().WithName("D")); Combine(a, a, e_.opts().WithName("E").WithControlInput(b).WithControlInput(c)); a = Input(a_.opts().WithName("A")); b = Input(a_.opts().WithName("B")); c = Input(a_.opts().WithName("C")); d = Input(a_.opts().WithName("D")); Combine(a, a, a_.opts().WithName("E").WithControlInput(b).WithControlInput(d)); EXPECT_FALSE(Match()); EXPECT_EQ("Node named 'E' missing expected control input '^C'", diff_); } TEST_F(EqualGraphDefTest, ControlInputAdded) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Node* c = Input(e_.opts().WithName("C")); Combine(a, a, e_.opts().WithName("D").WithControlInput(b)); a = Input(a_.opts().WithName("A")); b = Input(a_.opts().WithName("B")); c = Input(a_.opts().WithName("C")); Combine(a, a, a_.opts().WithName("D").WithControlInput(b).WithControlInput(c)); EXPECT_FALSE(Match()); EXPECT_EQ( "Node named 'D' has inputs 'A, A, ^B, ^C' that don't match " "expected 'A, A, ^B'", diff_); } TEST_F(EqualGraphDefTest, ControlInputRemoved) { Node* a = Input(e_.opts().WithName("A")); Node* b = Input(e_.opts().WithName("B")); Node* c = Input(e_.opts().WithName("C")); Combine(a, a, e_.opts().WithName("D").WithControlInput(b).WithControlInput(c)); a = Input(a_.opts().WithName("A")); b = Input(a_.opts().WithName("B")); c = Input(a_.opts().WithName("C")); Combine(a, a, a_.opts().WithName("D").WithControlInput(b)); EXPECT_FALSE(Match()); EXPECT_EQ( "Node named 'D' has inputs 'A, A, ^B' that don't match " "expected 'A, A, ^B, ^C'", diff_); } TEST_F(EqualGraphDefTest, Attr) { Node* a = Input(e_.opts().WithName("A")); NodeDef same(a->def()); AddNodeAttr("foo", "bar", &same); EXPECT_TRUE(EqualNodeDef(same, same, &diff_)) << diff_; } TEST_F(EqualGraphDefTest, AttrAdded) { Node* a = Input(e_.opts().WithName("A")); NodeDef actual(a->def()); AddNodeAttr("foo", "bar", &actual); EXPECT_FALSE(EqualNodeDef(actual, a->def(), &diff_)); EXPECT_EQ("Node named 'A' has unexpected attr 'foo' with value: \"bar\"", diff_); } TEST_F(EqualGraphDefTest, AttrRemoved) { Node* a = Input(e_.opts().WithName("A")); NodeDef expected(a->def()); AddNodeAttr("foo", "bar", &expected); EXPECT_FALSE(EqualNodeDef(a->def(), expected, &diff_)); EXPECT_EQ("Node named 'A' missing expected attr 'foo' with value: \"bar\"", diff_); } TEST_F(EqualGraphDefTest, AttrOrder) { Node* a = Input(e_.opts().WithName("A")); NodeDef actual(a->def()); AddNodeAttr("foo", "bar", &actual); AddNodeAttr("baz", 42, &actual); NodeDef expected(a->def()); AddNodeAttr("baz", 42, &expected); AddNodeAttr("foo", "bar", &expected); EXPECT_TRUE(EqualNodeDef(actual, expected, &diff_)) << diff_; } TEST_F(EqualGraphDefTest, AttrMismatch) { Node* a = Input(e_.opts().WithName("A")); NodeDef actual(a->def()); AddNodeAttr("foo", "bar", &actual); AddNodeAttr("baz", 5, &actual); NodeDef expected(a->def()); AddNodeAttr("baz", 42, &expected); AddNodeAttr("foo", "bar", &expected); EXPECT_FALSE(EqualNodeDef(actual, expected, &diff_)); EXPECT_EQ( "Node named 'A' has attr 'baz' with value: 5 that does not match " "expected: 42", diff_); } TEST_F(EqualGraphDefTest, IgnoreInternalAttrs) { Node* a = Input(e_.opts().WithName("A")); NodeDef actual(a->def()); AddNodeAttr("foo", "bar", &actual); // Internal attrs are ignored. AddNodeAttr("_class", 5, &actual); NodeDef expected(a->def()); AddNodeAttr("foo", "bar", &expected); AddNodeAttr("_kernel", "eigen", &actual); EXPECT_TRUE(EqualNodeDef(actual, expected, &diff_)); } } // namespace } // namespace tensorflow