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# Description:
# Python support for TensorFlow.
package(
default_visibility = [
"//engedu/ml/tf_from_scratch:__pkg__",
"//tensorflow:internal",
"//tensorflow/contrib/lite/toco/python:__pkg__",
"//tensorflow_models:__subpackages__",
# TODO(aselle): to pass open source test.
"//bazel_pip/tensorflow/contrib/lite/toco/python:__pkg__",
],
)
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
load("//tensorflow:tensorflow.bzl", "if_not_windows")
load("//tensorflow:tensorflow.bzl", "tf_cuda_library")
load("//tensorflow:tensorflow.bzl", "tf_gen_op_wrapper_py")
load("//tensorflow:tensorflow.bzl", "py_test")
load("//tensorflow:tensorflow.bzl", "tf_py_test")
load("//tensorflow:tensorflow.bzl", "py_tests")
load("//tensorflow:tensorflow.bzl", "tf_py_build_info_genrule")
load("//tensorflow:tensorflow.bzl", "tf_py_wrap_cc")
load("//tensorflow:tensorflow.bzl", "tf_cc_shared_object")
load("//tensorflow:tensorflow.bzl", "cuda_py_test")
load("//tensorflow:tensorflow.bzl", "cuda_py_tests")
load("//tensorflow/core:platform/default/build_config.bzl", "pyx_library")
load("//tensorflow/core:platform/default/build_config.bzl", "tf_proto_library")
load("//tensorflow/core:platform/default/build_config.bzl", "tf_proto_library_py")
load("//tensorflow/core:platform/default/build_config.bzl", "tf_additional_lib_deps")
load("//tensorflow/core:platform/default/build_config.bzl", "tf_additional_all_protos")
load("//tensorflow/core:platform/default/build_config_root.bzl", "tf_additional_plugin_deps")
load("//tensorflow/python:build_defs.bzl", "tf_gen_op_wrapper_private_py")
load("//tensorflow/core:platform/default/build_config_root.bzl", "tf_additional_verbs_deps")
load("//tensorflow/core:platform/default/build_config_root.bzl", "tf_additional_mpi_deps")
load("//tensorflow/core:platform/default/build_config_root.bzl", "tf_additional_gdr_deps")
load("//tensorflow/core:platform/default/build_config_root.bzl", "if_static")
py_library(
name = "python",
srcs = ["__init__.py"],
srcs_version = "PY2AND3",
visibility = [
"//tensorflow:__pkg__",
"//tensorflow/compiler/aot/tests:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/contrib/learn:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/contrib/learn/python/learn/datasets:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/contrib/lite/toco/python:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/python/debug:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/python/tools:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/tools/api/generator:__pkg__",
"//tensorflow/tools/quantization:__pkg__", # TODO(b/34059704): remove when fixed
],
deps = [
":array_ops",
":bitwise_ops",
":check_ops",
":client",
":client_testlib",
":confusion_matrix",
":control_flow_ops",
":errors",
":framework",
":framework_for_generated_wrappers",
":functional_ops",
":gradient_checker",
":graph_util",
":histogram_ops",
":image_ops",
":initializers_ns",
":io_ops",
":layers",
":lib",
":list_ops",
":math_ops",
":metrics",
":nn",
":ops",
":platform",
":pywrap_tensorflow",
":script_ops",
":session_ops",
":sets",
":sparse_ops",
":spectral_ops",
":standard_ops",
":state_ops",
":string_ops",
":summary",
":tensor_array_ops",
":training",
":saver_test_utils",
":subscribe",
":test_ops", # TODO: Break testing code out into separate rule.
":tf_item",
":tf_cluster",
":tf_optimizer",
":util",
":weights_broadcast_ops",
"//third_party/py/numpy",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/data",
"//tensorflow/python/estimator:estimator_py",
"//tensorflow/python/feature_column:feature_column_py",
"//tensorflow/python/keras",
"//tensorflow/python/ops/losses",
"//tensorflow/python/ops/distributions",
"//tensorflow/python/ops/linalg",
"//tensorflow/python/profiler",
"//tensorflow/python/saved_model",
] + if_not_windows([
"//tensorflow/contrib:contrib_py",
]),
)
tf_py_build_info_genrule()
py_library(
name = "platform",
srcs = glob(
[
"platform/*.py",
],
exclude = [
"**/*test.py",
"**/benchmark.py", # In platform_benchmark.
],
) + ["platform/build_info.py"],
srcs_version = "PY2AND3",
deps = [
":lib",
":pywrap_tensorflow",
":util",
"//tensorflow/core:protos_all_py",
"@absl_py//absl/flags",
"@six_archive//:six",
],
)
py_library(
name = "platform_benchmark",
srcs = ["platform/benchmark.py"],
srcs_version = "PY2AND3",
deps = [
":client",
":platform",
"@six_archive//:six",
],
)
py_library(
name = "platform_test",
srcs = ["platform/googletest.py"],
srcs_version = "PY2AND3",
deps = [":platform_benchmark"],
)
tf_py_test(
name = "resource_loader_test",
size = "small",
srcs = ["platform/resource_loader_test.py"],
additional_deps = [
":platform",
":platform_test",
],
)
tf_py_test(
name = "flags_test",
size = "small",
srcs = ["platform/flags_test.py"],
additional_deps = [
":client_testlib",
":platform",
],
)
tf_py_test(
name = "stacktrace_handler_test",
size = "small",
srcs = ["platform/stacktrace_handler_test.py"],
additional_deps = [
":client_testlib",
":platform",
],
tags = ["no_windows"],
)
tf_py_test(
name = "app_test",
size = "small",
srcs = ["platform/app_test.py"],
additional_deps = [":platform"],
tags = ["notap"],
)
cc_library(
name = "cost_analyzer_lib",
srcs = ["grappler/cost_analyzer.cc"],
hdrs = ["grappler/cost_analyzer.h"],
deps = [
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/grappler:grappler_item",
"//tensorflow/core/grappler/clusters:cluster",
"//tensorflow/core/grappler/costs:analytical_cost_estimator",
"//tensorflow/core/grappler/costs:cost_estimator",
"//tensorflow/core/grappler/costs:measuring_cost_estimator",
"//tensorflow/core/grappler/costs:op_performance_data_cc",
"//tensorflow/core/grappler/costs:utils",
],
)
cc_library(
name = "model_analyzer_lib",
srcs = ["grappler/model_analyzer.cc"],
hdrs = ["grappler/model_analyzer.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/grappler:grappler_item",
"//tensorflow/core/grappler/costs:graph_properties",
],
)
cc_library(
name = "numpy_lib",
srcs = ["lib/core/numpy.cc"],
hdrs = ["lib/core/numpy.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/py/numpy:headers",
"//util/python:python_headers",
],
)
cc_library(
name = "bfloat16_lib",
srcs = ["lib/core/bfloat16.cc"],
hdrs = ["lib/core/bfloat16.h"],
deps = [
":numpy_lib",
":safe_ptr",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//util/python:python_headers",
],
)
cc_library(
name = "ndarray_tensor_bridge",
srcs = ["lib/core/ndarray_tensor_bridge.cc"],
hdrs = ["lib/core/ndarray_tensor_bridge.h"],
deps = [
":bfloat16_lib",
":numpy_lib",
"//tensorflow/c:c_api",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "kernel_registry",
srcs = ["util/kernel_registry.cc"],
hdrs = ["util/kernel_registry.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "cpp_python_util",
srcs = ["util/util.cc"],
hdrs = ["util/util.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//util/python:python_headers",
],
)
cc_library(
name = "py_func_lib",
srcs = ["lib/core/py_func.cc"],
hdrs = ["lib/core/py_func.h"],
deps = [
":ndarray_tensor_bridge",
":numpy_lib",
":py_util",
":safe_ptr",
"//tensorflow/c:tf_status_helper",
"//tensorflow/c/eager:c_api",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:script_ops_op_lib",
"//tensorflow/python/eager:pywrap_tfe_lib",
"//third_party/py/numpy:headers",
"//util/python:python_headers",
],
)
cc_library(
name = "safe_ptr",
srcs = ["lib/core/safe_ptr.cc"],
hdrs = ["lib/core/safe_ptr.h"],
deps = [
"//tensorflow/c:c_api",
"//tensorflow/c/eager:c_api",
"//util/python:python_headers",
],
)
cc_library(
name = "ndarray_tensor",
srcs = ["lib/core/ndarray_tensor.cc"],
hdrs = ["lib/core/ndarray_tensor.h"],
deps = [
":bfloat16_lib",
":ndarray_tensor_bridge",
":numpy_lib",
":safe_ptr",
"//tensorflow/c:c_api",
"//tensorflow/c:tf_status_helper",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "py_seq_tensor",
srcs = ["lib/core/py_seq_tensor.cc"],
hdrs = ["lib/core/py_seq_tensor.h"],
deps = [
":numpy_lib",
":py_util",
":safe_ptr",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//util/python:python_headers",
],
)
cc_library(
name = "py_util",
srcs = ["lib/core/py_util.cc"],
hdrs = ["lib/core/py_util.h"],
deps = [
"//tensorflow/core:lib",
"//tensorflow/core:script_ops_op_lib",
"//util/python:python_headers",
],
)
cc_library(
name = "py_record_reader_lib",
srcs = ["lib/io/py_record_reader.cc"],
hdrs = ["lib/io/py_record_reader.h"],
deps = [
"//tensorflow/c:c_api",
"//tensorflow/c:tf_status_helper",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
],
)
cc_library(
name = "py_record_writer_lib",
srcs = ["lib/io/py_record_writer.cc"],
hdrs = ["lib/io/py_record_writer.h"],
deps = [
"//tensorflow/c:c_api",
"//tensorflow/c:tf_status_helper",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
],
)
tf_cc_shared_object(
name = "framework/test_file_system.so",
srcs = ["framework/test_file_system.cc"],
copts = if_not_windows(["-Wno-sign-compare"]),
linkopts = select({
"//conditions:default": [
"-lm",
],
"//tensorflow:darwin": [],
}),
deps = [
"//tensorflow/core:framework_headers_lib",
"@protobuf_archive//:protobuf_headers",
],
)
py_test(
name = "file_system_test",
size = "small",
srcs = ["framework/file_system_test.py"],
data = [":framework/test_file_system.so"],
main = "framework/file_system_test.py",
srcs_version = "PY2AND3",
tags = [
"no_pip", # Path issues due to test environment
"no_windows",
],
deps = [
":client_testlib",
":data_flow_ops",
":framework",
":framework_for_generated_wrappers",
":io_ops",
":platform",
":util",
],
)
py_test(
name = "decorator_utils_test",
srcs = ["util/decorator_utils_test.py"],
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":platform",
":util",
],
)
py_test(
name = "tf_export_test",
srcs = ["util/tf_export_test.py"],
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":platform",
":util",
],
)
py_test(
name = "deprecation_test",
srcs = ["util/deprecation_test.py"],
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":platform",
":util",
],
)
py_test(
name = "keyword_args_test",
srcs = ["util/keyword_args_test.py"],
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":util",
],
)
cc_library(
name = "python_op_gen",
srcs = ["framework/python_op_gen.cc"],
hdrs = [
"framework/python_op_gen.h",
"framework/python_op_gen_internal.h",
],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:proto_text",
"//tensorflow/core:protos_all_cc",
],
alwayslink = 1,
)
cc_library(
name = "python_op_gen_main",
srcs = ["framework/python_op_gen_main.cc"],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/python/eager:python_eager_op_gen",
],
)
py_library(
name = "framework_for_generated_wrappers",
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":constant_op",
":device",
":dtypes",
":framework_ops",
":function",
":op_def_library",
":op_def_registry",
":registry",
":tensor_shape",
":versions",
],
)
# What is needed for tf_gen_op_wrapper_py. This is the same as
# "framework_for_generated_wrappers" minus the "function" dep. This is to avoid
# circular dependencies, as "function" uses generated op wrappers.
py_library(
name = "framework_for_generated_wrappers_v2",
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":constant_op",
":device",
":dtypes",
":framework_ops",
":op_def_library",
":op_def_registry",
":registry",
":tensor_shape",
":versions",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:core",
"//tensorflow/python/eager:execute",
],
)
py_library(
name = "subscribe",
srcs = ["framework/subscribe.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":framework_ops",
":platform",
":variables",
],
)
py_library(
name = "framework",
srcs = [
"framework/framework_lib.py",
"framework/graph_io.py",
"framework/importer.py",
"framework/load_library.py",
"framework/meta_graph.py",
],
srcs_version = "PY2AND3",
deps = [
":common_shapes",
":cpp_shape_inference_proto_py",
":errors",
":framework_fast_tensor_util",
":framework_for_generated_wrappers",
":function",
":graph_util",
":lib",
":platform",
":pywrap_tensorflow",
":random_seed",
":sparse_tensor",
":tensor_util",
":util",
"//tensorflow/python/eager:context",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "c_api_util",
srcs = ["framework/c_api_util.py"],
srcs_version = "PY2AND3",
deps = [
":pywrap_tensorflow",
],
)
py_library(
name = "common_shapes",
srcs = ["framework/common_shapes.py"],
srcs_version = "PY2AND3",
deps = [
":cpp_shape_inference_proto_py",
":errors",
":framework_ops",
":pywrap_tensorflow",
":tensor_shape",
":tensor_util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "constant_op",
srcs = ["framework/constant_op.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":tensor_shape",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:execute",
],
)
py_library(
name = "device",
srcs = ["framework/device.py"],
srcs_version = "PY2AND3",
)
py_library(
name = "dtypes",
srcs = ["framework/dtypes.py"],
srcs_version = "PY2AND3",
deps = [
":pywrap_tensorflow",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "errors",
srcs = [
"framework/errors.py",
"framework/errors_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":c_api_util",
":util",
],
)
py_library(
name = "function",
srcs = ["framework/function.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":dtypes",
":framework_ops",
":graph_to_function_def",
":op_def_registry",
":util",
":variable_scope",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
],
)
py_library(
name = "graph_to_function_def",
srcs = ["framework/graph_to_function_def.py"],
srcs_version = "PY2AND3",
deps = [
":op_def_registry",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "graph_util",
srcs = [
"framework/graph_util.py",
"framework/graph_util_impl.py",
],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":platform",
":tensor_util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "op_def_library",
srcs = ["framework/op_def_library.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":platform",
":tensor_shape",
":util",
"//tensorflow/core:protos_all_py",
"@six_archive//:six",
],
)
py_library(
name = "op_def_registry",
srcs = ["framework/op_def_registry.py"],
srcs_version = "PY2AND3",
deps = [
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "framework_ops", # "ops" is already the name of a deprecated target
srcs = ["framework/ops.py"],
srcs_version = "PY2AND3",
deps = [
":c_api_util",
":control_flow_util",
":device",
":dtypes",
":op_def_registry",
":platform",
":registry",
":tensor_shape",
":util",
":versions",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:core",
"//tensorflow/python/eager:tape",
"@six_archive//:six",
],
)
py_library(
name = "random_seed",
srcs = ["framework/random_seed.py"],
srcs_version = "PY2AND3",
deps = [
":framework_ops",
],
)
py_library(
name = "registry",
srcs = ["framework/registry.py"],
srcs_version = "PY2AND3",
deps = [
":platform",
":util",
],
)
py_library(
name = "sparse_tensor",
srcs = ["framework/sparse_tensor.py"],
srcs_version = "PY2AND3",
deps = [
":dtypes",
":framework_ops",
":tensor_util",
],
)
py_library(
name = "tensor_shape",
srcs = ["framework/tensor_shape.py"],
srcs_version = "PY2AND3",
deps = [
":util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "tensor_util",
srcs = ["framework/tensor_util.py"],
srcs_version = "PY2AND3",
deps = [
":tensor_shape",
":util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "versions",
srcs = ["framework/versions.py"],
srcs_version = "PY2AND3",
deps = [
":pywrap_tensorflow",
],
)
py_library(
name = "extra_py_tests_deps",
srcs_version = "PY2AND3",
deps = [
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "framework_test_lib",
srcs = ["framework/test_util.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":client",
":errors",
":framework_for_generated_wrappers",
":platform",
":platform_test",
":pywrap_tensorflow",
":random_seed",
":resource_variable_ops",
":session",
":training",
":util",
":variables",
"//tensorflow/core:protos_all_py",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:tape",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "distributed_framework_test_lib",
srcs_version = "PY2AND3",
deps = [":framework_test_lib"],
)
py_library(
name = "client_testlib",
srcs = ["platform/test.py"],
srcs_version = "PY2AND3",
deps = [
":client",
":framework_test_lib",
":gradient_checker",
":platform_test",
":util",
],
)
py_test(
name = "framework_registry_test",
size = "small",
srcs = ["framework/registry_test.py"],
main = "framework/registry_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
"//tensorflow/python:client_testlib",
],
)
py_test(
name = "framework_errors_test",
size = "small",
srcs = ["framework/errors_test.py"],
main = "framework/errors_test.py",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":errors",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_subscribe_test",
size = "small",
srcs = ["framework/subscribe_test.py"],
main = "framework/subscribe_test.py",
srcs_version = "PY2AND3",
deps = [
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":math_ops",
":platform_test",
":script_ops",
":subscribe",
],
)
py_test(
name = "contrib_test",
size = "small",
srcs = ["framework/contrib_test.py"],
main = "framework/contrib_test.py",
srcs_version = "PY2AND3",
tags = ["no_windows"],
deps = [
"//tensorflow:tensorflow_py",
"//tensorflow/python:client_testlib",
],
)
py_test(
name = "build_info_test",
size = "small",
srcs = [
"platform/build_info.py",
"platform/build_info_test.py",
],
main = "platform/build_info_test.py",
srcs_version = "PY2AND3",
tags = ["notap"],
deps = [
":client_testlib",
":platform",
],
)
py_test(
name = "proto_test",
size = "small",
srcs = ["framework/proto_test.py"],
main = "framework/proto_test.py",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",
"//third_party/py/numpy",
],
)
tf_gen_op_wrapper_private_py(
name = "functional_ops_gen",
visibility = ["//learning/brain/python/ops:__pkg__"],
)
py_library(
name = "functional_ops",
srcs = ["ops/functional_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":constant_op",
":control_flow_ops",
":framework_ops",
":functional_ops_gen",
":sparse_tensor",
":tensor_array_ops",
":tensor_shape",
":util",
":variable_scope",
"//tensorflow/python/eager:context",
],
)
cuda_py_tests(
name = "framework_function_test",
size = "medium",
srcs = ["framework/function_test.py"],
additional_deps = [
":array_ops",
":client",
":client_testlib",
":clip_ops",
":control_flow_ops",
":errors",
":framework_for_generated_wrappers",
":functional_ops",
":gradients",
":init_ops",
":logging_ops",
":logging_ops_gen",
":math_ops",
":nn_ops",
":platform",
":random_ops",
":variable_scope",
":variables",
"//third_party/py/numpy",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_versions_test",
size = "small",
srcs = ["framework/versions_test.py"],
main = "framework/versions_test.py",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":framework_for_generated_wrappers",