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# Description:
# Python support for TensorFlow.
package(default_visibility = [
"//engedu/ml/tf_from_scratch:__pkg__",
"//tensorflow:internal",
"//tensorflow_models:__subpackages__",
])
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_wrap_cc")
load("//tensorflow:tensorflow.bzl", "cuda_py_test")
load("//tensorflow:tensorflow.bzl", "cuda_py_tests")
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_root.bzl", "tf_additional_plugin_deps")
load("//tensorflow/python:build_defs.bzl", "tf_gen_op_wrapper_private_py")
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/python/debug:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/python/tools:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/tensorboard/scripts:__pkg__", # TODO(b/34059704): remove when fixed
"//tensorflow/tools/quantization:__pkg__", # TODO(b/34059704): remove when fixed
],
deps = [
":array_ops",
":check_ops",
":client",
":client_testlib",
":cloud_ops",
":confusion_matrix",
":control_flow_ops",
":errors",
":framework",
":framework_for_generated_wrappers",
":functional_ops",
":gradient_checker",
":histogram_ops",
":image_ops",
":io_ops",
":lib",
":math_ops",
":nn",
":platform",
":script_ops",
":sdca_ops",
":session_ops",
":sets",
":sparse_ops",
":standard_ops",
":state_ops",
":string_ops",
":summary",
":metrics",
":layers",
":tensor_array_ops",
":training",
":ops",
":test_ops", # TODO: Break testing code out into separate rule.
":util",
":weights_broadcast_ops",
"//third_party/py/numpy",
"//tensorflow/python/ops/losses",
"//tensorflow/python/saved_model",
] + if_not_windows([
"//tensorflow/contrib:contrib_py",
]),
)
py_library(
name = "platform",
srcs = glob(
["platform/*.py"],
exclude = [
"**/*test.py",
"**/benchmark.py", # In platform_benchmark.
],
),
srcs_version = "PY2AND3",
deps = [
":lib",
":pywrap_tensorflow",
":util",
"//tensorflow/core:protos_all_py",
"@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"],
)
py_library(
name = "cloud_ops",
srcs = [
"ops/cloud/__init__.py",
"ops/cloud/bigquery_reader_ops.py",
"ops/cloud/cloud.py",
],
srcs_version = "PY2AND3",
deps = [
":cloud_ops_gen",
":framework_for_generated_wrappers",
],
)
tf_py_test(
name = "bigquery_reader_ops_test",
size = "small",
srcs = ["ops/cloud/bigquery_reader_ops_test.py"],
additional_deps = [
":array_ops",
":client_testlib",
":cloud_ops",
":data_flow_ops",
":io_ops",
":parsing_ops",
":util",
"//tensorflow/core/kernels/cloud:bigquery_reader_ops",
"//tensorflow/core:cloud_ops_op_lib",
],
tags = ["manual"],
)
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 = [":platform"],
)
tf_py_test(
name = "app_test",
size = "small",
srcs = ["platform/app_test.py"],
additional_deps = [":platform"],
tags = [
"manual",
"notap",
],
)
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 = "kernel_registry",
srcs = ["util/kernel_registry.cc"],
hdrs = ["util/kernel_registry.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:tensorflow",
],
)
cc_library(
name = "py_func_lib",
srcs = ["lib/core/py_func.cc"],
hdrs = ["lib/core/py_func.h"],
deps = [
":numpy_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:script_ops_op_lib",
"//third_party/py/numpy:headers",
"//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",
],
)
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",
],
)
cc_binary(
name = "framework/test_file_system.so",
srcs = ["framework/test_file_system.cc"],
copts = ["-Wno-sign-compare"],
linkopts = select({
"//conditions:default": [
"-lm",
],
"//tensorflow:darwin": [],
}),
linkshared = 1,
deps = [
"//:protobuf_headers",
"//tensorflow/core:framework_headers_lib",
],
)
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",
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 = "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"],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:op_gen_lib",
"//tensorflow/core:protos_cc",
],
alwayslink = 1,
)
cc_library(
name = "python_op_gen_main",
srcs = ["framework/python_op_gen_main.cc"],
visibility = ["//visibility:public"],
deps = [":python_op_gen"],
)
# What is needed for tf_gen_op_wrapper_py.
py_library(
name = "framework_for_generated_wrappers",
srcs = [
"framework/constant_op.py",
"framework/device.py",
"framework/dtypes.py",
"framework/function.py",
"framework/op_def_library.py",
"framework/op_def_registry.py",
"framework/ops.py",
"framework/registry.py",
"framework/tensor_shape.py",
"framework/versions.py",
],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":platform",
":util",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "framework",
srcs = [
"framework/common_shapes.py",
"framework/framework_lib.py",
"framework/graph_io.py",
"framework/graph_util.py",
"framework/graph_util_impl.py",
"framework/importer.py",
"framework/load_library.py",
"framework/meta_graph.py",
"framework/random_seed.py",
"framework/sparse_tensor.py",
"framework/subscribe.py",
"framework/tensor_util.py",
],
srcs_version = "PY2AND3",
deps = [
":cpp_shape_inference_proto_py",
":errors",
":framework_for_generated_wrappers",
":lib",
":platform",
":pywrap_tensorflow",
":util",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
py_library(
name = "errors",
srcs = [
"framework/errors.py",
"framework/errors_impl.py",
],
srcs_version = "PY2AND3",
deps = [":util"],
)
# load("//third_party/py/cython:build_defs.bzl", "pyx_library")
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 = [
":client",
":errors",
":framework",
":framework_for_generated_wrappers",
":platform",
":platform_test",
":pywrap_tensorflow",
":util",
"//third_party/py/numpy",
"@six_archive//:six",
],
)
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",
],
)
py_test(
name = "contrib_test",
size = "small",
srcs = ["framework/contrib_test.py"],
main = "framework/contrib_test.py",
srcs_version = "PY2AND3",
deps = [
"//tensorflow:tensorflow_py",
"//tensorflow/python:client_testlib",
],
)
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",
":control_flow_ops",
":framework",
":framework_for_generated_wrappers",
":functional_ops_gen",
":tensor_array_ops",
":util",
":variable_scope",
],
)
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",
],
)
py_test(
name = "framework_importer_test",
size = "medium",
srcs = ["framework/importer_test.py"],
main = "framework/importer_test.py",
srcs_version = "PY2AND3",
deps = [
":array_ops",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":gradients",
":math_ops",
":nn_grad",
":nn_ops",
":random_ops",
":variables",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
py_test(
name = "framework_meta_graph_test",
size = "small",
srcs = ["framework/meta_graph_test.py"],
main = "framework/meta_graph_test.py",
srcs_version = "PY2AND3",
deps = [
":array_ops",
":client_testlib",
":control_flow_ops",
":data_flow_ops",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":nn_ops",
":platform",
":random_ops",
":training",
":variables",
],
)
tf_gen_op_wrapper_py(
name = "test_ops",
out = "framework/test_ops.py",
deps = [":test_ops_kernels"],
)
cc_library(
name = "test_ops_kernels",
srcs = ["framework/test_ops.cc"],
linkstatic = 1,
deps = ["//tensorflow/core:framework"],
alwayslink = 1,
)
tf_gen_op_wrapper_py(
name = "test_ops_2",
out = "framework/test_ops_2.py",
require_shape_functions = True,
deps = [":test_ops_2_kernels"],
)
cc_library(
name = "test_ops_2_kernels",
srcs = ["framework/test_ops_2.cc"],
linkstatic = 1,
deps = ["//tensorflow/core:framework"],
alwayslink = 1,
)
py_test(
name = "framework_common_shapes_test",
size = "small",
srcs = ["framework/common_shapes_test.py"],
main = "framework/common_shapes_test.py",
srcs_version = "PY2AND3",
deps = [
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_ops_test",
size = "small",
srcs = ["framework/ops_test.py"],
main = "framework/ops_test.py",
srcs_version = "PY2AND3",
tags = ["no_pip"], # test_ops_2 is not available in pip.
deps = [
":control_flow_ops",
":errors",
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":gradients",
":math_ops",
":platform_test",
":resources",
":test_ops",
":test_ops_2",
":util",
":variable_scope",
":variables",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_tensor_shape_test",
size = "small",
srcs = ["framework/tensor_shape_test.py"],
main = "framework/tensor_shape_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_sparse_tensor_test",
size = "small",
srcs = ["framework/sparse_tensor_test.py"],
main = "framework/sparse_tensor_test.py",
srcs_version = "PY2AND3",
deps = [
":framework",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_device_test",
size = "small",
srcs = ["framework/device_test.py"],
main = "framework/device_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_random_seed_test",
size = "small",
srcs = ["framework/random_seed_test.py"],
main = "framework/random_seed_test.py",
srcs_version = "PY2AND3",
deps = [
":client_testlib",
":framework",
],
)
py_test(
name = "framework_tensor_shape_div_test",
size = "small",
srcs = ["framework/tensor_shape_div_test.py"],
main = "framework/tensor_shape_div_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
"@six_archive//:six",
],
)
py_test(
name = "framework_tensor_util_test",
size = "small",
srcs = ["framework/tensor_util_test.py"],
main = "framework/tensor_util_test.py",
srcs_version = "PY2AND3",
deps = [
":array_ops",
":client_testlib",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":state_ops_gen",
"//third_party/py/numpy",
],
)
py_test(
name = "framework_test_util_test",
size = "small",
srcs = ["framework/test_util_test.py"],
main = "framework/test_util_test.py",
srcs_version = "PY2AND3",
deps = [
":control_flow_ops",
":errors",
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
":random_ops",
"//third_party/py/numpy",
],
)
py_test(
name = "framework_dtypes_test",
size = "small",
srcs = ["framework/dtypes_test.py"],
main = "framework/dtypes_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
"//tensorflow/core:protos_all_py",
"//third_party/py/numpy",
],
)
py_test(
name = "op_def_library_test",
size = "small",
srcs = ["framework/op_def_library_test.py"],
main = "framework/op_def_library_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_for_generated_wrappers",
":framework_test_lib",
":platform_test",
],
)
tf_gen_op_wrapper_private_py(
name = "array_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/contrib/quantization:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "candidate_sampling_ops_gen",
require_shape_functions = True,
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "cloud_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "control_flow_ops_gen",
require_shape_functions = True,
visibility = ["//learning/brain/python/ops:__pkg__"],
deps = [
"//tensorflow/core:control_flow_ops_op_lib",
"//tensorflow/core:no_op_op_lib",
],
)
tf_gen_op_wrapper_private_py(
name = "ctc_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "data_flow_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/contrib/lookup:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "image_ops_gen",
require_shape_functions = True,
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "io_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "linalg_ops_gen",
require_shape_functions = True,
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "logging_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "math_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/google/python/ops:__pkg__",
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/contrib/quantization:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "nn_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/compiler/tests:__pkg__",
"//tensorflow/contrib/quantization:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
"//tensorflow/python/tools:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "parsing_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "random_ops_gen",
require_shape_functions = True,
visibility = ["//learning/brain/python/ops:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "resource_variable_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "script_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "sdca_ops_gen",
require_shape_functions = True,
visibility = ["//tensorflow/contrib/linear_optimizer:__pkg__"],
)
tf_gen_op_wrapper_private_py(
name = "set_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "state_ops_gen",
require_shape_functions = True,
visibility = [
"//learning/brain/python/ops:__pkg__",
"//tensorflow/contrib/framework:__pkg__",
"//tensorflow/python/kernel_tests:__pkg__",
],
)
tf_gen_op_wrapper_private_py(
name = "sparse_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "string_ops_gen",
require_shape_functions = True,
)
tf_gen_op_wrapper_private_py(
name = "user_ops_gen",
)
tf_gen_op_wrapper_private_py(
name = "training_ops_gen",
out = "training/gen_training_ops.py",
require_shape_functions = True,
)
py_library(
name = "array_grad",
srcs = ["ops/array_grad.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":array_ops_gen",
":framework",
":framework_for_generated_wrappers",
":math_ops",
":sparse_ops",
],
)
py_library(
name = "array_ops",
srcs = ["ops/array_ops.py"],
srcs_version = "PY2AND3",
deps = [
":array_ops_gen",
":framework",
":framework_for_generated_wrappers",