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# Description:
# Python support for TensorFlow.
package(default_visibility = ["//tensorflow:internal"])
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
load("/tensorflow/tensorflow", "tf_cuda_library")
load("/tensorflow/tensorflow", "tf_gen_op_wrapper_py")
load("/tensorflow/tensorflow", "py_tests")
load("/tensorflow/tensorflow", "cuda_py_tests")
load("/tensorflow/tensorflow", "tf_py_wrap_cc")
load("/tensorflow/core/platform/default/build_config", "tf_proto_library_py")
config_setting(
name = "macosx",
values = {"cpu": "darwin"},
)
numpy_macosx_include_dir = select({
":macosx": ["-I/System/Library/Frameworks/Python.framework/Versions/2.7/Extras/lib/python/numpy/core/include"],
"//conditions:default": [],
})
py_library(
name = "python",
srcs = ["__init__.py"],
visibility = ["//tensorflow:__pkg__"],
deps = [
":client",
":client_testlib",
":framework",
":framework_test_lib",
":platform",
":platform_test",
":summary",
":training",
],
)
py_library(
name = "platform",
srcs = glob(["platform/**/*.py"]),
)
py_library(
name = "platform_test",
srcs = [
"platform/default/_googletest.py",
"platform/googletest.py",
],
deps = [":platform"],
)
py_tests(
name = "platform_tests",
srcs = glob(["platform/default/*_test.py"]),
additional_deps = [
":platform",
":platform_test",
],
prefix = "platform",
)
cc_library(
name = "py_record_reader_lib",
srcs = [
"lib/io/py_record_reader.cc",
],
hdrs = [
"lib/io/py_record_reader.h",
],
deps = [
"//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/core:lib",
],
)
py_test(
name = "pywrap_status_test",
size = "small",
srcs = ["lib/core/pywrap_status_test.py"],
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
cc_library(
name = "python_op_gen_main",
srcs = [
"framework/python_op_gen.cc",
"framework/python_op_gen.h",
"framework/python_op_gen_main.cc",
],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:protos_cc",
],
)
py_library(
name = "framework",
srcs = [
# TODO(mrry): Move this to framework.
"client/graph_util.py",
"framework/device.py",
"framework/errors.py",
"framework/framework_lib.py",
"framework/importer.py",
"framework/op_def_registry.py",
"framework/ops.py",
"framework/random_seed.py",
"framework/registry.py",
"framework/tensor_shape.py",
"framework/types.py",
"framework/tensor_util.py",
"ops/common_shapes.py",
],
deps = [
":platform",
"//tensorflow/core:protos_all_py",
],
)
# subinclude("//third_party/py/cython:build_defs")
py_library(
name = "extra_py_tests_deps",
deps = ["//tensorflow:tensorflow_py"],
)
py_library(
name = "framework_test_lib",
srcs = [
"framework/test_util.py",
],
deps = [
":framework",
":platform_test",
":pywrap_tensorflow",
":session",
":util",
],
)
py_library(
name = "client_testlib",
srcs = [
"platform/test.py",
],
deps = [
":framework_test_lib",
":platform_test",
],
)
py_test(
name = "framework_errors_test",
srcs = ["framework/errors_test.py"],
main = "framework/errors_test.py",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_importer_test",
srcs = ["framework/importer_test.py"],
main = "framework/importer_test.py",
deps = [
":framework_test_lib",
":ops",
":platform_test",
"//tensorflow:tensorflow_py",
],
)
tf_gen_op_wrapper_py(
name = "test_kernel_label_op",
out = "framework/test_kernel_label_op.py",
deps = [":test_kernel_label_op_kernel"],
)
cc_library(
name = "test_kernel_label_op_kernel",
srcs = ["framework/test_kernel_label_op.cc"],
linkstatic = 1,
deps = ["//tensorflow/core:framework"],
alwayslink = 1,
)
py_test(
name = "framework_ops_test",
srcs = ["framework/ops_test.py"],
main = "framework/ops_test.py",
deps = [
":framework_test_lib",
":ops",
":platform_test",
":session",
":test_kernel_label_op",
],
)
py_test(
name = "framework_tensor_shape_test",
srcs = ["framework/tensor_shape_test.py"],
main = "framework/tensor_shape_test.py",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "framework_tensor_util_test",
srcs = ["framework/tensor_util_test.py"],
main = "framework/tensor_util_test.py",
deps = [
":framework_test_lib",
":ops",
":platform_test",
],
)
py_test(
name = "framework_test_util_test",
srcs = ["framework/test_util_test.py"],
main = "framework/test_util_test.py",
deps = [
":framework_test_lib",
":ops",
":platform_test",
],
)
py_test(
name = "framework_types_test",
srcs = ["framework/types_test.py"],
main = "framework/types_test.py",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "op_def_library_test",
srcs = ["ops/op_def_library_test.py"],
main = "ops/op_def_library_test.py",
deps = [
":framework_test_lib",
":ops",
],
)
tf_gen_op_wrapper_py(
name = "array_ops",
hidden = [
"BroadcastGradientArgs",
"Concat",
"Const",
"EditDistance",
"Pack",
"Placeholder",
"RefIdentity",
"Split",
"Slice",
"TileGrad", # Exported through array_grad instead of array_ops.
"ZerosLike", # TODO(josh11b): Use this instead of the Python version.
"Unpack",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "attention_ops",
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "candidate_sampling_ops",
hidden = [
"AllCandidateSampler",
"ComputeAccidentalHits",
"FixedUnigramCandidateSampler",
"LogUniformCandidateSampler",
"ThreadUnsafeUnigramCandidateSampler",
"UniformCandidateSampler",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "control_flow_ops",
hidden = [
"Switch",
"Merge",
"Exit",
],
require_shape_functions = True,
deps = [
"//tensorflow/core:control_flow_ops_op_lib",
"//tensorflow/core:no_op_op_lib",
],
)
tf_gen_op_wrapper_py(
name = "data_flow_ops",
hidden = [
"FIFOQueue",
"HashTable",
"InitializeTable",
"LookupTableFind",
"LookupTableSize",
"Mutex",
"MutexAcquire",
"MutexRelease",
"QueueClose",
"QueueDequeue",
"QueueDequeueMany",
"QueueEnqueue",
"QueueEnqueueMany",
"QueueSize",
"RandomShuffleQueue",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "image_ops",
hidden = [
"ScaleImageGrad",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "io_ops",
hidden = [
"FixedLengthRecordReader",
"IdentityReader",
"ReaderClose",
"ReaderEnqueueWork",
"ReaderNumRecordsProduced",
"ReaderNumWorkUnitsCompleted",
"ReaderRead",
"ReaderReset",
"ReaderRestoreState",
"ReaderSerializeState",
"ReaderWorkQueueLength",
"Restore",
"RestoreSlice",
"Save",
"SaveSlices",
"ShardedFilename",
"ShardedFilespec",
"TextLineReader",
"TFRecordReader",
"WholeFileReader",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "linalg_ops",
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "logging_ops",
hidden = [
"Assert",
"Print",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "math_ops",
hidden = [
"Abs",
"All",
"Any",
"BatchMatMul",
"Complex",
"Max",
"Mean",
"Min",
"Pow",
"Prod",
"Range",
"SparseMatMul",
"Sum",
"MatMul",
"Sigmoid",
"Tanh",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "nn_ops",
hidden = [
"AvgPoolGrad", # "*Grad" accessible through nn_grad instead of nn_ops.
"BatchNormWithGlobalNormalizationGrad",
"SoftmaxCrossEntropyWithLogits",
"LRNGrad",
"MaxPoolGrad",
"MaxPoolGradWithArgmax",
"ReluGrad",
"Relu6Grad",
"SoftplusGrad",
"BiasAdd",
"Relu6",
"AvgPool",
"MaxPool",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "parsing_ops",
hidden = ["ParseExample"],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "random_ops",
hidden = [
"RandomUniform",
"RandomShuffle",
"RandomStandardNormal",
"TruncatedNormal",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "state_ops",
hidden = [
"Variable",
"TemporaryVariable",
"DestroyTemporaryVariable",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "sparse_ops",
hidden = [
"SparseConcat",
"SparseSelectLastK",
"SparseReorder",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "string_ops",
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "summary_ops",
hidden = [
"HistogramAccumulatorSummary",
"HistogramSummary",
"ImageSummary",
"MergeSummary",
"ScalarSummary",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "user_ops",
hidden = [
"Fact",
],
require_shape_functions = False,
)
tf_gen_op_wrapper_py(
name = "training_ops",
out = "training/gen_training_ops.py",
require_shape_functions = True,
)
py_library(
name = "ops",
srcs = [
"ops/array_grad.py",
"ops/array_ops.py",
"ops/attention_ops.py",
"ops/candidate_sampling_ops.py",
"ops/clip_ops.py",
"ops/constant_op.py",
"ops/control_flow_grad.py",
"ops/control_flow_ops.py",
"ops/data_flow_grad.py",
"ops/data_flow_ops.py",
"ops/embedding_ops.py",
"ops/gen_array_ops.py",
"ops/gen_attention_ops.py",
"ops/gen_control_flow_ops.py",
"ops/gen_data_flow_ops.py",
"ops/gen_image_ops.py",
"ops/gen_io_ops.py",
"ops/gen_linalg_ops.py",
"ops/gen_logging_ops.py",
"ops/gen_math_ops.py",
"ops/gen_nn_ops.py",
"ops/gen_random_ops.py",
"ops/gen_state_ops.py",
"ops/gen_string_ops.py",
"ops/gen_summary_ops.py",
"ops/gradients.py",
"ops/image_ops.py",
"ops/init_ops.py",
"ops/io_ops.py",
"ops/linalg_grad.py",
"ops/linalg_ops.py",
"ops/logging_ops.py",
"ops/math_grad.py",
"ops/math_ops.py",
"ops/nn.py",
"ops/nn_grad.py",
"ops/nn_ops.py",
"ops/numerics.py",
"ops/op_def_library.py",
"ops/parsing_ops.py",
"ops/random_ops.py",
"ops/sparse_grad.py",
"ops/sparse_ops.py",
"ops/standard_ops.py",
"ops/state_grad.py",
"ops/state_ops.py",
"ops/string_ops.py",
"ops/summary_ops.py",
"ops/variable_scope.py",
"ops/variables.py",
"user_ops/user_ops.py",
],
deps = [
":array_ops",
":candidate_sampling_ops",
":control_flow_ops",
":data_flow_ops",
":framework",
":io_ops",
":linalg_ops",
":logging_ops",
":math_ops",
":nn_ops",
":parsing_ops",
":random_ops",
":sparse_ops",
":string_ops",
":summary_ops",
":user_ops",
],
)
py_library(
name = "training",
srcs = glob(
["training/**/*.py"],
exclude = ["**/*test*"],
),
deps = [
":client",
":framework",
":lib",
":ops",
":protos_all_py",
":pywrap_tensorflow",
":training_ops",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "client",
srcs = glob(
["client/**/*.py"],
exclude = ["**/*test*"],
),
deps = [
":framework",
":ops",
":session",
":training_ops",
],
)
py_library(
name = "util",
srcs = glob(["util/**/*.py"]),
deps = [
"//google/protobuf:protobuf_python",
],
)
tf_proto_library_py(
name = "protos_all",
srcs = glob(
["**/*.proto"],
exclude = ["util/protobuf/compare_test.proto"],
),
)
tf_proto_library_py(
name = "compare_test_proto",
testonly = 1,
srcs = ["util/protobuf/compare_test.proto"],
)
py_test(
name = "protobuf_compare_test",
srcs = ["util/protobuf/compare_test.py"],
main = "util/protobuf/compare_test.py",
deps = [
":compare_test_proto_py",
":platform_test",
":util",
],
)
py_test(
name = "events_writer_test",
size = "small",
srcs = [
"client/events_writer_test.py",
],
deps = [
":framework_test_lib",
":lib",
":platform_test",
],
)
tf_cuda_library(
name = "tf_session_helper",
srcs = ["client/tf_session_helper.cc"],
hdrs = ["client/tf_session_helper.h"],
copts = numpy_macosx_include_dir + ["-I/usr/include/python2.7"],
deps = [
":construction_fails_op",
":test_kernel_label_op_kernel",
"//tensorflow/core",
"//tensorflow/core:kernels",
"//tensorflow/core:lib",
"//tensorflow/core:local",
"//tensorflow/core:protos_cc",
],
)
tf_py_wrap_cc(
name = "client/pywraptensorflow_server_lib",
srcs = ["client/tensorflow_server.i"],
copts = numpy_macosx_include_dir,
swig_includes = [
"lib/core/status.i",
"lib/core/strings.i",
"platform/base.i",
],
deps = [
"//tensorflow/core",
"//tensorflow/core:lib",
"//tensorflow/core:protos_cc",
],
)
tf_py_wrap_cc(
name = "pywrap_tensorflow",
srcs = ["tensorflow.i"],
copts = numpy_macosx_include_dir,
swig_includes = [
"client/events_writer.i",
"client/tf_session.i",
"lib/core/status.i",
"lib/core/status_helper.i",
"lib/core/strings.i",
"lib/io/py_record_reader.i",
"lib/io/py_record_writer.i",
"platform/base.i",
"platform/numpy.i",
"util/port.i",
],
deps = [
":py_record_reader_lib",
":py_record_writer_lib",
":tf_session_helper",
],
)
py_library(
name = "lib",
srcs = glob(["lib/**/*.py"]),
deps = [
":pywrap_tensorflow",
],
)
py_library(
name = "session",
srcs = ["client/session.py"],
deps = [
":framework",
":ops",
":pywrap_tensorflow",
],
)
# Just used by tests.
tf_cuda_library(
name = "construction_fails_op",
testonly = 1,
srcs = ["client/test_construction_fails_op.cc"],
deps = [
"//tensorflow/core",
"//tensorflow/core:lib",
"//tensorflow/core:protos_cc",
],
alwayslink = 1,
)
py_test(
name = "session_test",
srcs = ["client/session_test.py"],
deps = [
":framework",
":framework_test_lib",
":session",
],
)
py_test(
name = "graph_util_test",
srcs = ["client/graph_util_test.py"],
deps = [
":framework",
":framework_test_lib",
"//tensorflow:tensorflow_py",
],
)
py_library(
name = "kernel_tests/gradient_checker",
srcs = ["kernel_tests/gradient_checker.py"],
)
cpu_only_kernel_test_list = glob([
"kernel_tests/attention_ops_test.py",
"kernel_tests/barrier_ops_test.py",
"kernel_tests/bcast_ops_test.py",
"kernel_tests/candidate_sampler_ops_test.py",
"kernel_tests/cholesky_op_test.py",
"kernel_tests/clip_ops_test.py",
"kernel_tests/decode_csv_op_test.py",
"kernel_tests/decode_raw_op_test.py",
"kernel_tests/determinant_op_test.py",
"kernel_tests/diag_op_test.py",
"kernel_tests/edit_distance_op_test.py",
"kernel_tests/fifo_queue_test.py",
"kernel_tests/identity_op_py_test.py",
"kernel_tests/in_topk_op_test.py",
"kernel_tests/io_ops_test.py",
"kernel_tests/listdiff_op_test.py",
"kernel_tests/logging_ops_test.py",
"kernel_tests/lookup_table_op_test.py",
"kernel_tests/lrn_op_py_test.py",
"kernel_tests/matrix_inverse_op_test.py",
"kernel_tests/mutex_ops_test.py",
"kernel_tests/parsing_ops_test.py",
"kernel_tests/queue_ops_test.py",
"kernel_tests/random_shuffle_queue_test.py",
"kernel_tests/save_restore_ops_test.py",
"kernel_tests/segment_reduction_ops_test.py",
"kernel_tests/sparse_concat_op_test.py",
"kernel_tests/sparse_reorder_op_test.py",
"kernel_tests/sparse_to_dense_op_test.py",
"kernel_tests/sparsemask_op_test.py",
"kernel_tests/summary_ops_test.py",
"kernel_tests/topk_op_test.py",
"kernel_tests/unique_op_test.py",
"kernel_tests/variable_scope_test.py",
"kernel_tests/variables_test.py",
"kernel_tests/where_op_test.py",
])
py_tests(
name = "cpu_only_kernel_tests",
srcs = cpu_only_kernel_test_list,
)
py_tests(
name = "reader_ops_test",
srcs = ["kernel_tests/reader_ops_test.py"],
additional_deps = [
":lib",
],
)
cuda_py_tests(
name = "op_tests",
srcs = glob(
["ops/*_test.py"],
exclude = [
"ops/image_ops_test.py",
"ops/op_def_library_test.py",
],
),
)
cuda_py_tests(
name = "kernel_tests",
srcs = glob(
["kernel_tests/*_test.py"],
exclude = [
"**/reader_ops_test.py",
# Sharded below
"**/cwise_ops_test.py",
"**/conv_ops_test.py",
"**/linalg_grad_test.py",
"**/pooling_ops_test.py",
] + cpu_only_kernel_test_list,
),
)
cuda_py_tests(
name = "kernel_tests_with_sharding",
srcs = [
"kernel_tests/conv_ops_test.py",
"kernel_tests/cwise_ops_test.py",
"kernel_tests/linalg_grad_test.py",
"kernel_tests/pooling_ops_test.py",
],
shard_count = 2,
)
cuda_py_tests(
name = "image_ops_test",
srcs = [
"ops/image_ops_test.py",
],
data = [
"//tensorflow/core:image_testdata",
],
shard_count = 5,
)
cuda_py_tests(
name = "training_tests",
srcs = glob(
["training/*_test.py"],
exclude = ["training/input_test.py"],
),
additional_deps = [
":training",
],
)
py_tests(
name = "training_tests",
srcs = glob(
["training/input_test.py"],
),
additional_deps = [
":training",
],
)
py_library(
name = "summary",
srcs = glob(
["summary/**/*.py"],
exclude = ["**/*test*"],
),
deps = [
":client",
":framework",
":pywrap_tensorflow",
"//tensorflow/core:protos_all_py",
],
)
py_tests(
name = "summary_tests",
srcs = glob(["summary/**/*_test.py"]),
additional_deps = [
":summary",
":training",
],
)
py_library(
name = "docs",
srcs = [
"framework/docs.py",
],
deps = [
":platform",
],
)
py_binary(
name = "gen_docs_combined",
srcs = [
"framework/gen_docs_combined.py",
],
main = "framework/gen_docs_combined.py",
deps = [
":docs",
":platform",
"//tensorflow:tensorflow_py",
],
)
sh_test(
name = "gen_docs_test",
size = "small",
srcs = [
"framework/gen_docs_test.sh",
],
data = [
":gen_docs_combined",
],
)
filegroup(
name = "all_files",
srcs = glob(
["**/*"],
exclude = [
"**/METADATA",
"**/OWNERS",
],
),
visibility = ["//tensorflow:__subpackages__"],
)