diff options
Diffstat (limited to 'tensorflow/contrib/proto/python/kernel_tests/proto_op_test_base.py')
| -rw-r--r-- | tensorflow/contrib/proto/python/kernel_tests/proto_op_test_base.py | 419 |
1 files changed, 419 insertions, 0 deletions
diff --git a/tensorflow/contrib/proto/python/kernel_tests/proto_op_test_base.py b/tensorflow/contrib/proto/python/kernel_tests/proto_op_test_base.py new file mode 100644 index 0000000000..2950c7dfdc --- /dev/null +++ b/tensorflow/contrib/proto/python/kernel_tests/proto_op_test_base.py @@ -0,0 +1,419 @@ +# ============================================================================= +# Copyright 2018 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. +# ============================================================================= +"""Test case base for testing proto operations.""" + +# Python3 preparedness imports. +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import ctypes as ct +import os + +from tensorflow.contrib.proto.python.kernel_tests import test_example_pb2 +from tensorflow.core.framework import types_pb2 +from tensorflow.python.platform import test + + +class ProtoOpTestBase(test.TestCase): + """Base class for testing proto decoding and encoding ops.""" + + def __init__(self, methodName="runTest"): # pylint: disable=invalid-name + super(ProtoOpTestBase, self).__init__(methodName) + lib = os.path.join(os.path.dirname(__file__), "libtestexample.so") + if os.path.isfile(lib): + ct.cdll.LoadLibrary(lib) + + @staticmethod + def named_parameters(): + return ( + ("defaults", ProtoOpTestBase.defaults_test_case()), + ("minmax", ProtoOpTestBase.minmax_test_case()), + ("nested", ProtoOpTestBase.nested_test_case()), + ("optional", ProtoOpTestBase.optional_test_case()), + ("promote", ProtoOpTestBase.promote_test_case()), + ("ragged", ProtoOpTestBase.ragged_test_case()), + ("shaped_batch", ProtoOpTestBase.shaped_batch_test_case()), + ("simple", ProtoOpTestBase.simple_test_case()), + ) + + @staticmethod + def defaults_test_case(): + test_case = test_example_pb2.TestCase() + test_case.values.add() # No fields specified, so we get all defaults. + test_case.shapes.append(1) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "double_value_with_default" + field.dtype = types_pb2.DT_DOUBLE + field.value.double_value.append(1.0) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "float_value_with_default" + field.dtype = types_pb2.DT_FLOAT + field.value.float_value.append(2.0) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "int64_value_with_default" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(3) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "sfixed64_value_with_default" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(11) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "sint64_value_with_default" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(13) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "uint64_value_with_default" + field.dtype = types_pb2.DT_UINT64 + field.value.uint64_value.append(4) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "fixed64_value_with_default" + field.dtype = types_pb2.DT_UINT64 + field.value.uint64_value.append(6) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "int32_value_with_default" + field.dtype = types_pb2.DT_INT32 + field.value.int32_value.append(5) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "sfixed32_value_with_default" + field.dtype = types_pb2.DT_INT32 + field.value.int32_value.append(10) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "sint32_value_with_default" + field.dtype = types_pb2.DT_INT32 + field.value.int32_value.append(12) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "uint32_value_with_default" + field.dtype = types_pb2.DT_UINT32 + field.value.uint32_value.append(9) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "fixed32_value_with_default" + field.dtype = types_pb2.DT_UINT32 + field.value.uint32_value.append(7) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "bool_value_with_default" + field.dtype = types_pb2.DT_BOOL + field.value.bool_value.append(True) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "string_value_with_default" + field.dtype = types_pb2.DT_STRING + field.value.string_value.append("a") + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "bytes_value_with_default" + field.dtype = types_pb2.DT_STRING + field.value.string_value.append("a longer default string") + return test_case + + @staticmethod + def minmax_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + value.double_value.append(-1.7976931348623158e+308) + value.double_value.append(2.2250738585072014e-308) + value.double_value.append(1.7976931348623158e+308) + value.float_value.append(-3.402823466e+38) + value.float_value.append(1.175494351e-38) + value.float_value.append(3.402823466e+38) + value.int64_value.append(-9223372036854775808) + value.int64_value.append(9223372036854775807) + value.sfixed64_value.append(-9223372036854775808) + value.sfixed64_value.append(9223372036854775807) + value.sint64_value.append(-9223372036854775808) + value.sint64_value.append(9223372036854775807) + value.uint64_value.append(0) + value.uint64_value.append(18446744073709551615) + value.fixed64_value.append(0) + value.fixed64_value.append(18446744073709551615) + value.int32_value.append(-2147483648) + value.int32_value.append(2147483647) + value.sfixed32_value.append(-2147483648) + value.sfixed32_value.append(2147483647) + value.sint32_value.append(-2147483648) + value.sint32_value.append(2147483647) + value.uint32_value.append(0) + value.uint32_value.append(4294967295) + value.fixed32_value.append(0) + value.fixed32_value.append(4294967295) + value.bool_value.append(False) + value.bool_value.append(True) + value.string_value.append("") + value.string_value.append("I refer to the infinite.") + test_case.shapes.append(1) + test_case.sizes.append(3) + field = test_case.fields.add() + field.name = "double_value" + field.dtype = types_pb2.DT_DOUBLE + field.value.double_value.append(-1.7976931348623158e+308) + field.value.double_value.append(2.2250738585072014e-308) + field.value.double_value.append(1.7976931348623158e+308) + test_case.sizes.append(3) + field = test_case.fields.add() + field.name = "float_value" + field.dtype = types_pb2.DT_FLOAT + field.value.float_value.append(-3.402823466e+38) + field.value.float_value.append(1.175494351e-38) + field.value.float_value.append(3.402823466e+38) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "int64_value" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(-9223372036854775808) + field.value.int64_value.append(9223372036854775807) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "sfixed64_value" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(-9223372036854775808) + field.value.int64_value.append(9223372036854775807) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "sint64_value" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(-9223372036854775808) + field.value.int64_value.append(9223372036854775807) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "uint64_value" + field.dtype = types_pb2.DT_UINT64 + field.value.uint64_value.append(0) + field.value.uint64_value.append(18446744073709551615) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "fixed64_value" + field.dtype = types_pb2.DT_UINT64 + field.value.uint64_value.append(0) + field.value.uint64_value.append(18446744073709551615) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "int32_value" + field.dtype = types_pb2.DT_INT32 + field.value.int32_value.append(-2147483648) + field.value.int32_value.append(2147483647) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "sfixed32_value" + field.dtype = types_pb2.DT_INT32 + field.value.int32_value.append(-2147483648) + field.value.int32_value.append(2147483647) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "sint32_value" + field.dtype = types_pb2.DT_INT32 + field.value.int32_value.append(-2147483648) + field.value.int32_value.append(2147483647) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "uint32_value" + field.dtype = types_pb2.DT_UINT32 + field.value.uint32_value.append(0) + field.value.uint32_value.append(4294967295) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "fixed32_value" + field.dtype = types_pb2.DT_UINT32 + field.value.uint32_value.append(0) + field.value.uint32_value.append(4294967295) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "bool_value" + field.dtype = types_pb2.DT_BOOL + field.value.bool_value.append(False) + field.value.bool_value.append(True) + test_case.sizes.append(2) + field = test_case.fields.add() + field.name = "string_value" + field.dtype = types_pb2.DT_STRING + field.value.string_value.append("") + field.value.string_value.append("I refer to the infinite.") + return test_case + + @staticmethod + def nested_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + message_value = value.message_value.add() + message_value.double_value = 23.5 + test_case.shapes.append(1) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "message_value" + field.dtype = types_pb2.DT_STRING + message_value = field.value.message_value.add() + message_value.double_value = 23.5 + return test_case + + @staticmethod + def optional_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + value.bool_value.append(True) + test_case.shapes.append(1) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "bool_value" + field.dtype = types_pb2.DT_BOOL + field.value.bool_value.append(True) + test_case.sizes.append(0) + field = test_case.fields.add() + field.name = "double_value" + field.dtype = types_pb2.DT_DOUBLE + field.value.double_value.append(0.0) + return test_case + + @staticmethod + def promote_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + value.sint32_value.append(2147483647) + value.sfixed32_value.append(2147483647) + value.int32_value.append(2147483647) + value.fixed32_value.append(4294967295) + value.uint32_value.append(4294967295) + test_case.shapes.append(1) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "sint32_value" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(2147483647) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "sfixed32_value" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(2147483647) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "int32_value" + field.dtype = types_pb2.DT_INT64 + field.value.int64_value.append(2147483647) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "fixed32_value" + field.dtype = types_pb2.DT_UINT64 + field.value.uint64_value.append(4294967295) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "uint32_value" + field.dtype = types_pb2.DT_UINT64 + field.value.uint64_value.append(4294967295) + return test_case + + @staticmethod + def ragged_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + value.double_value.append(23.5) + value.double_value.append(123.0) + value.bool_value.append(True) + value = test_case.values.add() + value.double_value.append(3.1) + value.bool_value.append(False) + test_case.shapes.append(2) + test_case.sizes.append(2) + test_case.sizes.append(1) + test_case.sizes.append(1) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "double_value" + field.dtype = types_pb2.DT_DOUBLE + field.value.double_value.append(23.5) + field.value.double_value.append(123.0) + field.value.double_value.append(3.1) + field.value.double_value.append(0.0) + field = test_case.fields.add() + field.name = "bool_value" + field.dtype = types_pb2.DT_BOOL + field.value.bool_value.append(True) + field.value.bool_value.append(False) + return test_case + + @staticmethod + def shaped_batch_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + value.double_value.append(23.5) + value.bool_value.append(True) + value = test_case.values.add() + value.double_value.append(44.0) + value.bool_value.append(False) + value = test_case.values.add() + value.double_value.append(3.14159) + value.bool_value.append(True) + value = test_case.values.add() + value.double_value.append(1.414) + value.bool_value.append(True) + value = test_case.values.add() + value.double_value.append(-32.2) + value.bool_value.append(False) + value = test_case.values.add() + value.double_value.append(0.0001) + value.bool_value.append(True) + test_case.shapes.append(3) + test_case.shapes.append(2) + for _ in range(12): + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "double_value" + field.dtype = types_pb2.DT_DOUBLE + field.value.double_value.append(23.5) + field.value.double_value.append(44.0) + field.value.double_value.append(3.14159) + field.value.double_value.append(1.414) + field.value.double_value.append(-32.2) + field.value.double_value.append(0.0001) + field = test_case.fields.add() + field.name = "bool_value" + field.dtype = types_pb2.DT_BOOL + field.value.bool_value.append(True) + field.value.bool_value.append(False) + field.value.bool_value.append(True) + field.value.bool_value.append(True) + field.value.bool_value.append(False) + field.value.bool_value.append(True) + return test_case + + @staticmethod + def simple_test_case(): + test_case = test_example_pb2.TestCase() + value = test_case.values.add() + value.double_value.append(23.5) + value.bool_value.append(True) + test_case.shapes.append(1) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "double_value" + field.dtype = types_pb2.DT_DOUBLE + field.value.double_value.append(23.5) + test_case.sizes.append(1) + field = test_case.fields.add() + field.name = "bool_value" + field.dtype = types_pb2.DT_BOOL + field.value.bool_value.append(True) + return test_case |