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Python

# Description:
# TensorFlow SavedModel.
load("@xla//third_party/rules_python/python:py_library.bzl", "py_library")
load("//tensorflow:tensorflow.bzl", "if_google", "tf_cc_test")
load("//tensorflow:tensorflow.default.bzl", "cuda_py_strict_test", "tf_py_strict_test", "tf_pybind_cc_library_wrapper", "tf_python_pybind_extension")
package(
# copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
# TODO(drpng): change that to //third_party/tensorflow:internal
# when we have migrated all users.
default_visibility = ["//visibility:public"],
licenses = ["notice"],
)
py_library(
name = "saved_model",
srcs = ["saved_model.py"],
strict_deps = True,
visibility = ["//visibility:public"],
deps = [
":builder",
":constants",
":fingerprinting",
":load",
":loader",
":main_op",
":method_name_updater",
":save",
":signature_constants",
":signature_def_utils",
":simple_save",
":tag_constants",
":utils",
"//tensorflow/python/saved_model/model_utils",
"//tensorflow/python/saved_model/registration",
],
)
py_library(
name = "constants",
srcs = ["constants.py"],
strict_deps = True,
deps = [
":pywrap_saved_model",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "signature_constants",
srcs = ["signature_constants.py"],
strict_deps = True,
deps = ["//tensorflow/python/util:tf_export"],
)
py_library(
name = "tag_constants",
srcs = ["tag_constants.py"],
strict_deps = True,
deps = ["//tensorflow/python/util:tf_export"],
)
py_library(
name = "builder",
srcs = [
"builder.py",
"builder_impl.py",
],
strict_deps = True,
deps = [
":fingerprinting_utils",
":path_helpers",
":pywrap_saved_model",
":signature_def_utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/protobuf:for_core_protos_py_proto",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:tf_logging",
"//tensorflow/python/training:saver",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
# copybara:uncomment "//tensorflow/tools/proto_splitter/python:saved_model",
],
)
py_library(
name = "loader",
srcs = [
"loader.py",
"loader_impl.py",
],
strict_deps = True,
deps = [
":constants",
":path_helpers",
":pywrap_saved_model",
":signature_def_utils",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/framework:ops",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:tf_logging",
"//tensorflow/python/training:saver",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "loader_test",
size = "small",
srcs = ["loader_test.py"],
deps = [
":builder",
":loader",
":signature_def_utils",
":utils",
"//tensorflow/python/client:session",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:resource_variables_toggle",
"//tensorflow/python/ops:state_ops",
"//tensorflow/python/ops:variable_v1",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/training:saver",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "simple_save",
srcs = ["simple_save.py"],
strict_deps = True,
deps = [
":builder",
":signature_constants",
":signature_def_utils",
":tag_constants",
"//tensorflow/python/framework:ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "main_op",
srcs = [
"main_op.py",
"main_op_impl.py",
],
strict_deps = True,
deps = [
"//tensorflow/python/framework:ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:lookup_ops",
"//tensorflow/python/ops:variables",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "saved_model_test",
size = "small",
srcs = ["saved_model_test.py"],
data = ["//tensorflow/cc/saved_model:saved_model_half_plus_two"],
tags = ["no_windows"],
deps = [
":builder",
":constants",
":fingerprinting",
":loader",
":main_op",
":signature_def_utils",
":tag_constants",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/protobuf:for_core_protos_py_proto",
"//tensorflow/python/client:session",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/framework:test_ops",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:resource_variables_toggle",
"//tensorflow/python/ops:state_ops",
"//tensorflow/python/ops:variable_v1",
"//tensorflow/python/ops:variables",
"//tensorflow/python/ops/ragged:ragged_factory_ops",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/training",
"//tensorflow/python/training:saver_test_utils",
"//tensorflow/python/util:compat",
],
)
py_library(
name = "path_helpers",
srcs = ["path_helpers.py"],
strict_deps = True,
deps = [
":constants",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/util:compat",
],
)
py_library(
name = "utils",
srcs = [
"utils.py",
"utils_impl.py",
],
strict_deps = True,
deps = [
":nested_structure_coder",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:byte_swap_tensor",
"//tensorflow/python/framework:composite_tensor",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:sparse_tensor",
"//tensorflow/python/framework:tensor_shape",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:nest",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "utils_test",
size = "small",
srcs = ["utils_test.py"],
deps = [
":nested_structure_coder",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:sparse_tensor",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops/ragged:ragged_factory_ops",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/platform:client_testlib",
],
)
py_library(
name = "signature_def_utils",
srcs = [
"signature_def_utils.py",
"signature_def_utils_impl.py",
],
strict_deps = True,
deps = [
":signature_constants",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/util:deprecation",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "signature_def_utils_test",
size = "small",
srcs = ["signature_def_utils_test.py"],
deps = [
":signature_constants",
":signature_def_utils",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:ops",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/platform:client_testlib",
],
)
tf_py_strict_test(
name = "simple_save_test",
size = "small",
srcs = ["simple_save_test.py"],
deps = [
":loader",
":signature_constants",
":simple_save",
":tag_constants",
"//tensorflow/python/framework:ops",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:client_testlib",
],
)
py_library(
name = "signature_serialization",
srcs = ["signature_serialization.py"],
strict_deps = True,
deps = [
":function_serialization",
":revived_types",
":signature_constants",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager/polymorphic_function:attributes",
"//tensorflow/python/framework:composite_tensor",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/trackable:base",
"//tensorflow/python/types:core",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:nest",
"@absl_py//absl/logging",
],
)
py_library(
name = "save_context",
srcs = ["save_context.py"],
strict_deps = True,
)
tf_py_strict_test(
name = "save_context_test",
srcs = ["save_context_test.py"],
deps = [
":save_context",
":save_options",
"//tensorflow/python:extra_py_tests_deps",
"//tensorflow/python/eager:test",
],
)
py_library(
name = "save",
srcs = ["save.py"],
strict_deps = True,
deps = [
":builder",
":fingerprinting_utils",
":function_serialization",
":path_helpers",
":pywrap_saved_model",
":revived_types",
":save_context",
":save_options",
":signature_constants",
":signature_def_utils",
":signature_serialization",
":tag_constants",
":tracing_utils",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/checkpoint",
"//tensorflow/python/checkpoint:checkpoint_options",
"//tensorflow/python/checkpoint:functional_saver",
"//tensorflow/python/checkpoint:graph_view",
"//tensorflow/python/checkpoint:save_util_v1",
"//tensorflow/python/checkpoint:util",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager/polymorphic_function",
"//tensorflow/python/eager/polymorphic_function:concrete_function",
"//tensorflow/python/eager/polymorphic_function:saved_model_exported_concrete",
"//tensorflow/python/eager/polymorphic_function:saved_model_utils",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:error_interpolation",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:function",
"//tensorflow/python/framework:meta_graph",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/framework:versions",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/saved_model/registration",
"//tensorflow/python/trackable:asset",
"//tensorflow/python/trackable:base",
"//tensorflow/python/trackable:resource",
"//tensorflow/python/trackable:trackable_utils",
"//tensorflow/python/training/saving:trace_saveable_util",
"//tensorflow/python/types:core",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:object_identity",
"//tensorflow/python/util:tf_export",
"//tensorflow/python/util:tf_stack",
"@absl_py//absl/logging",
] + if_google([
"//tensorflow/tools/proto_splitter/python:saved_model",
]),
)
py_library(
name = "tracing_utils",
srcs = [
"tracing_utils.py",
],
strict_deps = True,
deps = [
"//tensorflow/python/checkpoint:saveable_compat",
"//tensorflow/python/checkpoint:tensor_callable",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:function",
],
)
tf_py_strict_test(
name = "save_test",
srcs = ["save_test.py"],
deps = [
":load",
":loader",
":save",
":save_options",
":signature_constants",
":tag_constants",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/config:flags_py",
"//tensorflow/python/checkpoint",
"//tensorflow/python/checkpoint/sharding:sharding_policies",
"//tensorflow/python/client:session",
"//tensorflow/python/data/ops:dataset_ops",
"//tensorflow/python/distribute:mirrored_strategy",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:remote",
"//tensorflow/python/eager:test",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:meta_graph",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor_spec",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/framework:versions",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/module",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_switch_case",
"//tensorflow/python/ops:io_ops",
"//tensorflow/python/ops:lookup_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:variables",
"//tensorflow/python/ops/ragged:ragged_factory_ops",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/platform:gfile",
"//tensorflow/python/trackable:asset",
"//tensorflow/python/trackable:autotrackable",
"//tensorflow/python/training:saver",
"//tensorflow/python/training:server_lib",
"//tensorflow/python/util:compat",
"@absl_py//absl/testing:parameterized",
],
)
# copybara:uncomment_begin(google-only)
#
# tf_py_strict_test(
# name = "proto_splitter_save_test",
# srcs = ["proto_splitter_save_test.py"],
# tags = [
# "no_mac", # TODO(b/291933687)
# "no_windows", # TODO(b/291001524)
# ],
# deps = [
# ":save",
# ":save_options",
# "//tensorflow/python/eager:def_function",
# "//tensorflow/python/eager:test",
# "//tensorflow/python/framework:constant_op",
# "//tensorflow/python/module",
# "//tensorflow/tools/proto_splitter:constants",
# "//third_party/py/numpy",
# "@absl_py//absl/testing:parameterized",
# ],
# )
#
# copybara:uncomment_end
py_library(
name = "load",
srcs = ["load.py"],
strict_deps = True,
tags = [
"ignore_for_dep=third_party.py.tf_keras.optimizers.optimizer_v2",
],
deps = [
":fingerprinting",
":fingerprinting_utils",
":function_deserialization",
":load_options",
":load_v1_in_v2",
":loader",
":path_helpers",
":pywrap_saved_model",
":revived_types",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/function/capture:restore_captures",
"//tensorflow/python/checkpoint",
"//tensorflow/python/checkpoint:checkpoint_options",
"//tensorflow/python/checkpoint:graph_view",
"//tensorflow/python/checkpoint:restore",
"//tensorflow/python/distribute:distribute_lib",
"//tensorflow/python/distribute:distribute_utils",
"//tensorflow/python/distribute:values_util",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager/polymorphic_function:saved_model_utils",
"//tensorflow/python/framework:config",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:ops",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_assert",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:lookup_ops",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/ops:variables",
"//tensorflow/python/saved_model/registration",
"//tensorflow/python/trackable:asset",
"//tensorflow/python/trackable:autotrackable",
"//tensorflow/python/trackable:base",
"//tensorflow/python/trackable:data_structures",
"//tensorflow/python/trackable:resource",
"//tensorflow/python/trackable:trackable_utils",
"//tensorflow/python/training:py_checkpoint_reader",
"//tensorflow/python/training/saving:saveable_object_util",
"//tensorflow/python/util:nest",
"//tensorflow/python/util:tf_export",
"@absl_py//absl/logging",
],
)
py_library(
name = "load_v1_in_v2",
srcs = ["load_v1_in_v2.py"],
strict_deps = True,
deps = [
":function_deserialization",
":loader",
":pywrap_saved_model",
":signature_serialization",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:lift_to_graph",
"//tensorflow/python/eager:wrap_function",
"//tensorflow/python/framework:composite_tensor",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:func_graph",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:sparse_tensor",
"//tensorflow/python/platform:tf_logging",
"//tensorflow/python/trackable:asset",
"//tensorflow/python/trackable:autotrackable",
"//tensorflow/python/trackable:resource",
"//tensorflow/python/training:monitored_session",
"//tensorflow/python/training:saver",
"//tensorflow/python/util:nest",
],
)
cuda_py_strict_test(
name = "load_test",
srcs = ["load_test.py"],
shard_count = 10,
tags = [
"no_gpu", # TODO(b/136560979): flaky
"no_mac", # TODO(b/124822121): Re-enable this test.
],
deps = [
":load",
":load_options",
":loader",
":save",
":save_options",
":tag_constants",
"//tensorflow/core/function/trace_type",
"//tensorflow/python/checkpoint",
"//tensorflow/python/checkpoint:saveable_compat",
"//tensorflow/python/client:session",
"//tensorflow/python/data/ops:dataset_ops",
"//tensorflow/python/data/ops:readers",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager:test",
"//tensorflow/python/eager:wrap_function",
"//tensorflow/python/framework:config",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:function",
"//tensorflow/python/framework:op_callbacks",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor_shape",
"//tensorflow/python/framework:tensor_spec",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/framework:versions",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/lib/io:tf_record",
"//tensorflow/python/module",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:cond_v2",
"//tensorflow/python/ops:custom_gradient",
"//tensorflow/python/ops:lookup_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/ops:string_ops",
"//tensorflow/python/ops:variable_scope",
"//tensorflow/python/ops:variables",
"//tensorflow/python/ops:while_loop",
"//tensorflow/python/ops/ragged:ragged_factory_ops",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/trackable:asset",
"//tensorflow/python/trackable:autotrackable",
"//tensorflow/python/trackable:resource",
"//tensorflow/python/training:monitored_session",
"//tensorflow/python/types:core",
"//tensorflow/python/util:tf_inspect",
"@absl_py//absl/testing:parameterized",
] + if_google([
"//tensorflow/cc/experimental/tf2:runtime_pybind",
]),
)
tf_py_strict_test(
name = "load_v1_in_v2_test",
srcs = ["load_v1_in_v2_test.py"],
shard_count = 2,
deps = [
":builder",
":load",
":save",
":signature_def_utils",
":simple_save",
":tag_constants",
":utils",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/client:session",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:lift_to_graph",
"//tensorflow/python/eager:test",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:function",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:sparse_tensor",
"//tensorflow/python/framework:tensor_shape",
"//tensorflow/python/framework:tensor_spec",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/framework:versions",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:cond",
"//tensorflow/python/ops:init_ops",
"//tensorflow/python/ops:lookup_ops",
"//tensorflow/python/ops:partitioned_variables",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:ref_variable",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/ops:variable_scope",
"//tensorflow/python/ops:variable_v1",
"//tensorflow/python/ops:variables",
"//tensorflow/python/ops:while_loop",
"//tensorflow/python/ops/ragged:ragged_factory_ops",
"//tensorflow/python/training:saver",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_strict_test(
name = "load_optimizer_test",
srcs = ["load_optimizer_test.py"],
data = ["//tensorflow/cc/saved_model:saved_model_test_files"],
tags = ["no_oss"], # Due to the usage of keras component.
deps = [
":load",
"//tensorflow/python/eager:test",
"//tensorflow/python/ops:variables",
],
)
py_library(
name = "revived_types",
srcs = ["revived_types.py"],
strict_deps = True,
deps = [
"//tensorflow/core:protos_all_py",
"//tensorflow/python/trackable:data_structures",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "revived_types_test",
srcs = ["revived_types_test.py"],
deps = [
":revived_types",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/trackable:autotrackable",
],
)
py_library(
name = "function_serialization",
srcs = ["function_serialization.py"],
strict_deps = True,
deps = [
":nested_structure_coder",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/function/polymorphism:function_type",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager:wrap_function",
"//tensorflow/python/eager/polymorphic_function:function_type_utils",
"//tensorflow/python/framework:func_graph",
"//tensorflow/python/util:nest",
],
)
py_library(
name = "function_deserialization",
srcs = ["function_deserialization.py"],
strict_deps = True,
deps = [
":nested_structure_coder",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/function/polymorphism:function_type",
"//tensorflow/core/function/trace_type",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:function",
"//tensorflow/python/eager/polymorphic_function:function_type_utils",
"//tensorflow/python/framework:func_graph",
"//tensorflow/python/framework:function_def_to_graph",
"//tensorflow/python/framework:op_def_registry",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/framework:type_spec",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:custom_gradient",
"//tensorflow/python/ops:default_gradient",
"//tensorflow/python/ops:resource_variable_ops",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:nest",
"//tensorflow/python/util:tf_decorator_py",
"//tensorflow/python/util:tf_inspect",
"@absl_py//absl/logging",
],
)
py_library(
name = "nested_structure_coder",
srcs = ["nested_structure_coder.py"],
strict_deps = True,
deps = [
"//tensorflow/core:protos_all_py",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:type_spec_registry",
"//tensorflow/python/types:internal",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:nest",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "nested_structure_coder_test",
srcs = ["nested_structure_coder_test.py"],
deps = [
":nested_structure_coder",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/data/ops:dataset_ops",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:extension_type",
"//tensorflow/python/framework:immutable_dict",
"//tensorflow/python/framework:sparse_tensor",
"//tensorflow/python/framework:tensor",
"//tensorflow/python/framework:tensor_shape",
"//tensorflow/python/framework:tensor_util",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/framework:type_spec",
"//tensorflow/python/framework:type_spec_registry",
"//tensorflow/python/ops/ragged:ragged_tensor",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/types:internal",
],
)
py_library(
name = "save_options",
srcs = ["save_options.py"],
strict_deps = True,
deps = [
"//tensorflow/python/checkpoint/sharding:sharding_util",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "load_options",
srcs = ["load_options.py"],
strict_deps = True,
deps = [
":save_options",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "method_name_updater",
srcs = ["method_name_updater.py"],
strict_deps = True,
deps = [
":constants",
":loader",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/platform:tf_logging",
"//tensorflow/python/util:compat",
"//tensorflow/python/util:tf_export",
],
)
tf_py_strict_test(
name = "method_name_updater_test",
srcs = ["method_name_updater_test.py"],
deps = [
":constants",
":loader",
":method_name_updater",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:test",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/util:compat",
],
)
tf_py_strict_test(
name = "metrics_test",
srcs = ["metrics_test.py"],
deps = [
":builder",
":fingerprinting",
":load",
":load_v1_in_v2",
":loader",
":pywrap_saved_model",
":save",
"//tensorflow/python/checkpoint/sharding:sharding_policies",
"//tensorflow/python/eager:test",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:ops",
"//tensorflow/python/trackable:autotrackable",
],
)
tf_pybind_cc_library_wrapper(
name = "pywrap_saved_model_headers",
visibility = ["//visibility:private"],
deps = [
"//tensorflow/cc/saved_model:constants",
"//tensorflow/cc/saved_model:fingerprinting",
"//tensorflow/cc/saved_model:metrics",
] + if_google([
"//tensorflow/tools/proto_splitter:merge",
]),
)
tf_python_pybind_extension(
name = "pywrap_saved_model",
srcs = [
"pywrap_saved_model.cc",
"pywrap_saved_model_constants.cc",
"pywrap_saved_model_fingerprinting.cc",
"pywrap_saved_model_metrics.cc",
] + if_google([
"pywrap_saved_model_merger.cc",
]),
hdrs = [
"pywrap_saved_model_constants.h",
"pywrap_saved_model_fingerprinting.h",
"pywrap_saved_model_metrics.h",
] + if_google([
"pywrap_saved_model_merger.h",
]),
enable_stub_generation = True,
# This fails Windows builds. Please check b/266870200 for details.
# dynamic_deps = ["//tensorflow/python:_pywrap_tensorflow_internal.so"] + select({
# "//tensorflow:macos": ["//tensorflow:libtensorflow_framework.%s.dylib" % VERSION],
# "//conditions:default": ["//tensorflow:libtensorflow_framework.so.%s" % VERSION],
# "//tensorflow:windows": [],
# }),
# static_deps = tf_python_pybind_static_deps(),
pytype_srcs = [
"pywrap_saved_model/__init__.pyi",
"pywrap_saved_model/constants.pyi",
"pywrap_saved_model/fingerprinting.pyi",
"pywrap_saved_model/merger.pyi",
"pywrap_saved_model/metrics.pyi",
],
visibility = [
"//learning/brain/runtime/python:__pkg__",
"//tensorflow/python:__pkg__",
"//tensorflow/python/checkpoint:__subpackages__",
"//tensorflow/python/tpu:__pkg__",
"//tensorflow/python/training:__subpackages__",
"//tensorflow/tools/pip_package:__subpackages__",
],
deps = [
# placeholder for index annotation deps
"//tensorflow/cc/experimental/libexport:save",
"//tensorflow/cc/saved_model:constants",
"//tensorflow/cc/saved_model:fingerprinting",
"//tensorflow/cc/saved_model:metrics",
"//tensorflow/cc/saved_model:reader",
"//tensorflow/core:core_cpu_base",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/platform:path",
"//tensorflow/python/lib/core:pybind11_status",
"@com_google_absl//absl/log",
"@com_google_absl//absl/status",
"@com_google_absl//absl/status:statusor",
"@com_google_absl//absl/strings",
"@com_google_absl//absl/strings:string_view",
"@pybind11",
"@pybind11_abseil//pybind11_abseil:absl_casters",
"@pybind11_abseil//pybind11_abseil:status_casters",
"@pybind11_protobuf//pybind11_protobuf:native_proto_caster",
] + if_google([
"//tensorflow/tools/proto_splitter:merge",
]),
)
tf_py_strict_test(
name = "pywrap_saved_model_metrics_test",
srcs = ["pywrap_saved_model_metrics_test.py"],
deps = [
":pywrap_saved_model",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:test",
],
)
# copybara:uncomment_begin(google-only)
#
# tf_py_strict_test(
# name = "pywrap_saved_model_merger_test",
# srcs = ["pywrap_saved_model_merger_test.py"],
# data = [
# "//tensorflow/tools/proto_splitter/testdata:split-standard.cpb",
# "//tensorflow/tools/proto_splitter/testdata:split-standard.pbtxt",
# ],
# deps = [
# ":pywrap_saved_model",
# "//tensorflow/core:protos_all_py",
# "//tensorflow/python/eager:test",
# "//tensorflow/python/lib/io:file_io",
# "//tensorflow/python/platform:client_testlib",
# ],
# )
#
# copybara:uncomment_end
tf_py_strict_test(
name = "keras_injection_test",
size = "small",
srcs = ["keras_injection_test.py"],
data = ["//tensorflow/cc/saved_model:saved_model_test_files"],
tags = ["no_oss"], # Due to the usage of keras component.
deps = [
"//tensorflow:tensorflow_py",
"//tensorflow/python/eager:test",
],
)
tf_py_strict_test(
name = "pywrap_saved_model_fingerprinting_test",
srcs = ["pywrap_saved_model_fingerprinting_test.py"],
data = ["//tensorflow/cc/saved_model:saved_model_test_files"],
tags = ["no_windows"],
deps = [
":pywrap_saved_model",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:test",
"//tensorflow/python/platform:client_testlib",
],
)
py_library(
name = "fingerprinting",
srcs = ["fingerprinting.py"],
strict_deps = True,
deps = [
":pywrap_saved_model",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/util:tf_export",
],
)
py_library(
name = "fingerprinting_utils",
srcs = ["fingerprinting_utils.py"],
strict_deps = True,
deps = [
":fingerprinting",
":pywrap_saved_model",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/config:flags_py",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/util:compat",
"@absl_py//absl/logging",
],
)
tf_py_strict_test(
name = "fingerprinting_test",
size = "small",
srcs = ["fingerprinting_test.py"],
deps = [
":fingerprinting",
":fingerprinting_utils",
":pywrap_saved_model",
":save",
"//tensorflow/core:protos_all_py",
"//tensorflow/core/config:flags_py",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:test",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:tensor_spec",
"//tensorflow/python/lib/io:file_io",
"//tensorflow/python/trackable:autotrackable",
],
)
tf_py_strict_test(
name = "tracing_utils_test",
size = "small",
srcs = ["tracing_utils_test.py"],
deps = [
":tracing_utils",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/eager:test",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:variables",
"//tensorflow/python/trackable:base",
],
)
# copybara:uncomment_begin(google-only)
#
# tf_cc_test(
# name = "lineage_logging_test",
# size = "large",
# timeout = "long",
# srcs = ["lineage_logging_test.cc"],
# tags = ["cpu:4"],
# deps = [
# "//learning/brain/contrib/hub/public:client",
# "//learning/brain/contrib/hub/public:handle",
# "//learning/brain/contrib/hub/public/proto:metadata_cc_proto",
# "//learning/brain/contrib/hub/public/proto:options_cc_proto",
# "//learning/brain/contrib/hub/public/testing:in_process_tfhub_env",
# "//learning/brain/contrib/hub/public/testing:testdata_util",
# "//learning/metadata/cataline/proto:ml_data_processes_cc_proto",
# "//learning/metadata/lineage_log/cc:lineage_log",
# "//learning/metadata/lineage_log/cc:mock_process_client",
# "//learning/metadata/lineage_log/cc:test_util",
# "//tensorflow/core/platform:protobuf",
# "//tensorflow/core/protobuf:for_core_protos_cc",
# "@tsl//tsl/platform:env",
# "@tsl//tsl/platform:path",
# "//third_party/protobuf",
# "//third_party/protobuf/io",
# "@com_google_absl//absl/log:check",
# "@com_google_absl//absl/memory",
# "@com_google_absl//absl/status",
# "@com_google_absl//absl/strings",
# "@com_google_absl//absl/strings:string_view",
# "@com_google_googletest//:gtest_main",
# ],
# )
#
# copybara:uncomment_end