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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.bzl", "tf_cuda_library")
load("//tensorflow:tensorflow.bzl", "tf_gen_op_wrapper_py")
load("//tensorflow:tensorflow.bzl", "py_tests")
load("//tensorflow:tensorflow.bzl", "cuda_py_test")
load("//tensorflow:tensorflow.bzl", "cuda_py_tests")
load("//tensorflow:tensorflow.bzl", "tf_py_wrap_cc")
load("//tensorflow/core:platform/default/build_config.bzl", "tf_proto_library")
load("//tensorflow/core:platform/default/build_config.bzl", "tf_proto_library_py")
py_library(
name = "python",
srcs = [
"__init__.py",
],
srcs_version = "PY2AND3",
visibility = ["//tensorflow:__pkg__"],
deps = [
":client",
":client_testlib",
":framework",
":framework_test_lib",
":kernel_tests/gradient_checker",
":platform",
":platform_test",
":summary",
":training",
"//tensorflow/contrib:contrib_py",
],
)
py_library(
name = "platform",
srcs = glob(["platform/**/*.py"]),
srcs_version = "PY2AND3",
deps = ["//tensorflow/core:protos_all_py"],
)
py_library(
name = "platform_test",
srcs = [
"platform/default/_googletest.py",
"platform/googletest.py",
],
srcs_version = "PY2AND3",
deps = [
":platform",
":timeline",
],
)
py_tests(
name = "default_platform_tests",
size = "small",
srcs = glob(["platform/default/*_test.py"]),
additional_deps = [
":platform",
":platform_test",
],
prefix = "default_platform",
)
py_tests(
name = "google_platform_tests",
size = "small",
srcs = glob(["platform/google/*_test.py"]),
additional_deps = [
":platform",
":platform_test",
],
prefix = "google_platform",
)
cc_library(
name = "py_func_lib",
srcs = ["lib/core/py_func.cc"],
hdrs = [
"lib/core/py_func.h",
],
deps = [
"//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/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",
],
)
cc_binary(
name = "framework/test_file_system.so",
srcs = ["framework/test_file_system.cc"],
linkopts = select({
"//conditions:default": [
"-Wl,-Bsymbolic",
"-lm",
],
"//tensorflow:darwin": [],
}),
linkshared = 1,
deps = [
"//google/protobuf",
"//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 = [
":framework_test_lib",
"//tensorflow:tensorflow_py",
],
)
py_test(
name = "pywrap_status_test",
size = "small",
srcs = ["lib/core/pywrap_status_test.py"],
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
cc_library(
name = "python_op_gen",
srcs = [
"framework/python_op_gen.cc",
"framework/python_op_gen.h",
],
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//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/device.py",
"framework/dtypes.py",
"framework/function.py",
"framework/op_def_registry.py",
"framework/ops.py",
"framework/registry.py",
"framework/tensor_shape.py",
"framework/versions.py",
# TODO(josh11b): Move this to the framework directory
"ops/op_def_library.py",
"ops/constant_op.py",
],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":platform",
":util",
"//tensorflow/core:protos_all_py",
],
)
py_library(
name = "framework",
srcs = [
# TODO(mrry): Move this to the framework directory.
"client/graph_util.py",
"framework/errors.py",
"framework/framework_lib.py",
"framework/importer.py",
"framework/random_seed.py",
"framework/tensor_util.py",
"framework/load_library.py",
# TODO(josh11b): Move this to the framework directory
"ops/common_shapes.py",
],
srcs_version = "PY2AND3",
deps = [":framework_for_generated_wrappers"],
)
# subinclude("//third_party/py/cython:build_defs")
py_library(
name = "extra_py_tests_deps",
srcs_version = "PY2AND3",
deps = ["//tensorflow:tensorflow_py"],
)
py_library(
name = "framework_test_lib",
srcs = [
"framework/test_util.py",
],
srcs_version = "PY2AND3",
deps = [
":framework",
":platform_test",
":pywrap_tensorflow",
":session",
":util",
],
)
py_library(
name = "client_testlib",
srcs = [
"platform/test.py",
],
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":platform_test",
],
)
py_test(
name = "framework_errors_test",
size = "small",
srcs = ["framework/errors_test.py"],
main = "framework/errors_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "contrib_test",
size = "small",
srcs = ["framework/contrib_test.py"],
main = "framework/contrib_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
"//tensorflow:tensorflow_py",
],
)
py_test(
name = "proto_test",
size = "small",
srcs = ["framework/proto_test.py"],
main = "framework/proto_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
"//tensorflow:tensorflow_py",
],
)
tf_gen_op_wrapper_py(
name = "functional_ops",
out = "ops/gen_functional_ops.py",
hidden = [
"SymbolicGradient",
],
)
py_library(
name = "functional_ops_lib",
srcs = ["ops/functional_ops.py"],
srcs_version = "PY2AND3",
deps = [
":functional_ops",
],
)
cuda_py_tests(
name = "framework_function_test",
size = "medium",
srcs = ["framework/function_test.py"],
additional_deps = [
":functional_ops_lib",
],
)
py_test(
name = "framework_versions_test",
size = "small",
srcs = ["framework/versions_test.py"],
main = "framework/versions_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
],
)
py_test(
name = "framework_importer_test",
size = "small",
srcs = ["framework/importer_test.py"],
main = "framework/importer_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":ops",
":platform_test",
"//tensorflow:tensorflow_py",
],
)
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,
)
py_test(
name = "framework_ops_test",
size = "small",
srcs = ["framework/ops_test.py"],
main = "framework/ops_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":ops",
":platform_test",
":session",
":test_ops",
"//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_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_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
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_test_lib",
":platform_test",
"//tensorflow/core:protos_all_py",
],
)
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 = [
":framework_test_lib",
":ops",
":platform_test",
"//tensorflow:tensorflow_py",
],
)
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 = [
":framework_test_lib",
":ops",
":platform_test",
"//tensorflow:tensorflow_py",
],
)
py_test(
name = "framework_dtypes_test",
size = "small",
srcs = ["framework/dtypes_test.py"],
main = "framework/dtypes_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":platform_test",
"//tensorflow:tensorflow_py",
"//tensorflow/core:protos_all_py",
],
)
py_test(
name = "op_def_library_test",
size = "small",
srcs = ["ops/op_def_library_test.py"],
main = "ops/op_def_library_test.py",
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":ops",
],
)
tf_gen_op_wrapper_py(
name = "array_ops",
hidden = [
"BroadcastGradientArgs",
"ConcatOffset",
"Concat",
"Const",
"EditDistance",
"MirrorPad",
"MirrorPadGrad",
"Pack",
"Pad",
"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 = "candidate_sampling_ops",
hidden = [
"AllCandidateSampler",
"ComputeAccidentalHits",
"FixedUnigramCandidateSampler",
"LearnedUnigramCandidateSampler",
"LogUniformCandidateSampler",
"ThreadUnsafeUnigramCandidateSampler",
"UniformCandidateSampler",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "control_flow_ops",
hidden = [
"Switch",
"Merge",
"RefMerge",
"Exit",
"RefExit",
],
require_shape_functions = True,
deps = [
"//tensorflow/core:control_flow_ops_op_lib",
"//tensorflow/core:no_op_op_lib",
],
)
tf_gen_op_wrapper_py(
name = "ctc_ops",
hidden = [
"CTCLoss",
"CTCGreedyDecoder",
"CTCBeamSearchDecoder",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "data_flow_ops",
hidden = [
"FIFOQueue",
"HashTable",
"InitializeTable",
"LookupTableFind",
"LookupTableSize",
"Mutex",
"MutexAcquire",
"MutexRelease",
"PaddingFIFOQueue",
"QueueClose",
"QueueDequeue",
"QueueDequeueMany",
"QueueEnqueue",
"QueueEnqueueMany",
"QueueSize",
"RandomShuffleQueue",
"Stack",
"StackPop",
"StackPush",
"StackClose",
"TensorArray",
"TensorArrayClose",
"TensorArrayConcat",
"TensorArrayGrad",
"TensorArrayRead",
"TensorArrayPack",
"TensorArraySize",
"TensorArraySplit",
"TensorArrayUnpack",
"TensorArrayWrite",
"GetSessionHandle",
"GetSessionTensor",
"DeleteSessionTensor",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "image_ops",
hidden = [
"RandomCrop",
"ResizeBilinearGrad",
"ResizeNearestNeighborGrad",
"AdjustContrastv2",
"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",
"HistogramAccumulatorSummary",
"HistogramSummary",
"ImageSummary",
"MergeSummary",
"Print",
"ScalarSummary",
],
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.
"BatchNormWithGlobalNormalization",
"BatchNormWithGlobalNormalizationGrad",
"SoftmaxCrossEntropyWithLogits",
"SparseSoftmaxCrossEntropyWithLogits",
"LRNGrad",
"MaxPoolGrad",
"MaxPoolGradWithArgmax",
"ReluGrad",
"Relu6Grad",
"EluGrad",
"SoftplusGrad",
"SoftsignGrad",
"TopK",
"TopKV2",
"BiasAdd",
"BiasAddV1",
"Relu6",
"AvgPool",
"MaxPool",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "parsing_ops",
hidden = [
"ParseExample",
"ParseSingleSequenceExample",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "random_ops",
hidden = [
"RandomUniform",
"RandomUniformInt",
"RandomShuffle",
"RandomStandardNormal",
"TruncatedNormal",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "script_ops",
hidden = [
"PyFunc",
],
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 = [
"DeserializeManySparse",
"SerializeManySparse",
"SerializeSparse",
"SparseAdd",
"SparseAddGrad",
"SparseConcat",
"SparseSplit",
"SparseSelectLastK",
"SparseReorder",
"SparseToDense",
"SparseTensorDenseMatMul",
],
require_shape_functions = True,
)
tf_gen_op_wrapper_py(
name = "string_ops",
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/candidate_sampling_ops.py",
"ops/clip_ops.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_control_flow_ops.py",
"ops/gen_ctc_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/gradients.py",
"ops/histogram_ops.py",
"ops/image_grad.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/parsing_ops.py",
"ops/partitioned_variables.py",
"ops/random_ops.py",
"ops/rnn.py",
"ops/rnn_cell.py",
"ops/script_ops.py",
"ops/seq2seq.py",
"ops/session_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/template.py",
"ops/tensor_array_grad.py",
"ops/tensor_array_ops.py",
"ops/variable_scope.py",
"ops/variables.py",
"user_ops/user_ops.py",
],
srcs_version = "PY2AND3",
deps = [
":array_ops",
":candidate_sampling_ops",
":control_flow_ops",
":data_flow_ops",
":framework",
":functional_ops_lib",
":io_ops",
":linalg_ops",
":logging_ops",
":math_ops",
":nn_ops",
":parsing_ops",
":random_ops",
":script_ops",
":sparse_ops",
":string_ops",
":user_ops",
],
)
py_library(
name = "training",
srcs = glob(
["training/**/*.py"],
exclude = ["**/*test*"],
),
srcs_version = "PY2AND3",
deps = [
":client",
":framework",
":lib",
":ops",
":protos_all_py",
":pywrap_tensorflow",
":training_ops",
],
)
py_library(
name = "client",
srcs = glob(
["client/**/*.py"],
exclude = ["**/*test*"],
),
srcs_version = "PY2AND3",
deps = [
":framework",
":ops",
":session",
":training_ops",
],
)
py_library(
name = "util",
srcs = glob(["util/**/*.py"]),
srcs_version = "PY2AND3",
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",
size = "small",
srcs = ["util/protobuf/compare_test.py"],
main = "util/protobuf/compare_test.py",
srcs_version = "PY2AND3",
deps = [
":compare_test_proto_py",
":platform_test",
":util",
],
)
py_test(
name = "events_writer_test",
size = "small",
srcs = [
"client/events_writer_test.py",
],
srcs_version = "PY2AND3",
deps = [
":framework_test_lib",
":lib",
":platform_test",
],
)
py_library(
name = "device_lib",
srcs = ["client/device_lib.py"],
srcs_version = "PY2AND3",
deps = [
":pywrap_tensorflow",
],
)
cuda_py_tests(
name = "device_lib_test",
size = "small",
srcs = [
"client/device_lib_test.py",
],
additional_deps = [
":device_lib",
],
)
tf_cuda_library(
name = "tf_session_helper",
srcs = ["client/tf_session_helper.cc"],
hdrs = ["client/tf_session_helper.h"],
deps = [
":construction_fails_op",
":test_ops_kernels",
"//tensorflow/core",
"//tensorflow/core:all_kernels",
"//tensorflow/core:direct_session",
"//tensorflow/core:lib",
"//tensorflow/core:protos_cc",
"//third_party/py/numpy:headers",
"//util/python:python_headers",
],
)
cc_library(
name = "py_checkpoint_reader",
srcs = ["util/py_checkpoint_reader.cc"],
hdrs = [
"util/py_checkpoint_reader.h",
],
deps = [
":py_func_lib",
"//tensorflow/core:framework",
],
)
tf_py_wrap_cc(
name = "pywrap_tensorflow",
srcs = ["tensorflow.i"],
swig_includes = [
"client/device_lib.i",
"client/events_writer.i",
"client/tf_session.i",
"framework/python_op_gen.i",
"lib/core/py_func.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",
"training/server_lib.i",