Exports tf-numpy symbols under tf.experimental.numpy. Golden files for tf.experimental.numpy are put under tensorflow/third_party/py/numpy/tf_numpy_api instead of the usual golden file location.

PiperOrigin-RevId: 321469615
Change-Id: I3f20ce057e16db1438c853162474fc8fd19c2e2a

RELEASE.md

@@ -21,6 +21,7 @@
 
 * <INSERT MAJOR FEATURE HERE, USING MARKDOWN SYNTAX>
 * <IF RELEASE CONTAINS MULTIPLE FEATURES FROM SAME AREA, GROUP THEM TOGETHER>
+* A new module named `tf.experimental.numpy` is added, which is a NumPy-compatible API for writing TF programs. This module provides class `ndarray`, which mimics the `ndarray` class in NumPy, and wraps an immutable `tf.Tensor` under the hood. A subset of NumPy functions (e.g. `numpy.add`) are provided. Their inter-operation with TF facilities is seamless in most cases. See tensorflow/python/ops/numpy_ops/README.md for details of what are supported and what are the differences with NumPy.
 
 ## Bug Fixes and Other Changes
 

tensorflow/python/__init__.py

@@ -56,6 +56,7 @@ from tensorflow.python.ops import image_ops as image
 from tensorflow.python.ops import manip_ops as manip
 from tensorflow.python.ops import metrics
 from tensorflow.python.ops import nn
+from tensorflow.python.ops import numpy_ops
 from tensorflow.python.ops import ragged
 from tensorflow.python.ops import sets
 from tensorflow.python.ops import stateful_random_ops

tensorflow/python/ops/numpy_ops/integration_test/BUILD

@@ -0,0 +1,10 @@
+licenses(["notice"])
+
+py_test(
+    name = "public_symbol_test",
+    srcs = ["public_symbol_test.py"],
+    python_version = "PY3",
+    deps = [
+        "//tensorflow:tensorflow_py",
+    ],
+)

tensorflow/python/ops/numpy_ops/integration_test/public_symbol_test.py

@@ -0,0 +1,38 @@
+# Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Tests using module `tf.experimental.numpy` via an alias."""
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+import numpy as onp
+import tensorflow as tf
+
+
+np = tf.experimental.numpy
+
+
+class PublicSymbolTest(tf.test.TestCase):
+
+  def testSimple(self):
+    a = 0.1
+    b = 0.2
+    self.assertAllClose(onp.add(a, b), np.add(a, b))
+
+
+if __name__ == "__main__":
+  tf.compat.v1.enable_eager_execution()
+  tf.test.main()

tensorflow/python/ops/numpy_ops/np_export.py

@@ -18,23 +18,17 @@ from __future__ import absolute_import
 from __future__ import division
 from __future__ import print_function
 
+from tensorflow.python.util import tf_export
+
 
 def public_name(np_fun_name):
   return "experimental.numpy." + np_fun_name
 
 
 def np_export(np_fun_name):
-  # TODO(wangpeng): Remove the following two lines and do actual exporting using
+  return tf_export.tf_export(public_name(np_fun_name), v1=[])
-  #   this:
-  #   return tf_export.tf_export(public_name(np_fun_name), v1=[])
-  del np_fun_name
-  return lambda f: f
 
 
 def np_export_constant(module_name, name, value):
-  # TODO(wangpeng): Remove the following two lines and do actual exporting using
+  np_export(name).export_constant(module_name, name)
-  #   this:
-  #   np_export(name).export_constant(module_name, name)
-  del module_name
-  del name
   return value

tensorflow/python/tools/api/generator/api_init_files.bzl

@@ -26,6 +26,8 @@ TENSORFLOW_API_INIT_FILES = [
     "dtypes/__init__.py",
     "errors/__init__.py",
     "experimental/__init__.py",
+    "experimental/numpy/__init__.py",
+    "experimental/numpy/random/__init__.py",
     "experimental/tensorrt/__init__.py",
     "experimental/dlpack/__init__.py",
     "feature_column/__init__.py",

tensorflow/tools/api/golden/v2/tensorflow.experimental.pbtxt

@@ -8,6 +8,10 @@ tf_module {
     name: "dlpack"
     mtype: "<type \'module\'>"
   }
+  member {
+    name: "numpy"
+    mtype: "<type \'module\'>"
+  }
   member {
     name: "tensorrt"
     mtype: "<type \'module\'>"

tensorflow/tools/api/tests/BUILD

@@ -24,6 +24,7 @@ py_test(
         "//tensorflow/tools/api/golden:api_golden_v2",
         "//tensorflow/tools/api/tests:API_UPDATE_WARNING.txt",
         "//tensorflow/tools/api/tests:README.txt",
+        "//third_party/py/numpy/tf_numpy_api:api_golden",
     ],
     python_version = "PY3",
     srcs_version = "PY2AND3",

tensorflow/tools/api/tests/api_compatibility_test.py

@@ -132,6 +132,13 @@ def _KeyToFilePath(key, api_version):
                                 six.ensure_str(key))
   api_folder = (
       _API_GOLDEN_FOLDER_V2 if api_version == 2 else _API_GOLDEN_FOLDER_V1)
+  if key.startswith('tensorflow.experimental.numpy'):
+    # Jumps up one more level in order to let Copybara find the
+    # 'tensorflow/third_party' string to replace
+    api_folder = os.path.join(
+        api_folder, '..', '..', '..', '..', '../third_party',
+        'py', 'numpy', 'tf_numpy_api')
+    api_folder = os.path.normpath(api_folder)
   return os.path.join(api_folder, '%s.pbtxt' % case_insensitive_key)
 
 
@@ -199,6 +206,12 @@ def _FilterGoldenProtoDict(golden_proto_dict, omit_golden_symbols_map):
   return filtered_proto_dict
 
 
+def _GetTFNumpyGoldenPattern(api_version):
+  return os.path.join(resource_loader.get_root_dir_with_all_resources(),
+                      _KeyToFilePath('tensorflow.experimental.numpy*',
+                                     api_version))
+
+
 class ApiCompatibilityTest(test.TestCase):
 
   def __init__(self, *args, **kwargs):
@@ -336,7 +349,7 @@ class ApiCompatibilityTest(test.TestCase):
 
   def _checkBackwardsCompatibility(self,
                                    root,
-                                   golden_file_pattern,
+                                   golden_file_patterns,
                                    api_version,
                                    additional_private_map=None,
                                    omit_golden_symbols_map=None):
@@ -349,6 +362,9 @@ class ApiCompatibilityTest(test.TestCase):
       public_api_visitor.private_map['tf'].append('enable_v2_behavior')
 
     public_api_visitor.do_not_descend_map['tf.GPUOptions'] = ['Experimental']
+    # Do not descend into `iinfo` because np.iinfo's signature is different
+    # between internal and OSS.
+    public_api_visitor.do_not_descend_map['tf.experimental.numpy'] = ['iinfo']
     if FLAGS.only_test_core_api:
       public_api_visitor.do_not_descend_map['tf'].extend(_NON_CORE_PACKAGES)
     if additional_private_map:
@@ -358,7 +374,7 @@ class ApiCompatibilityTest(test.TestCase):
     proto_dict = visitor.GetProtos()
 
     # Read all golden files.
-    golden_file_list = file_io.get_matching_files(golden_file_pattern)
+    golden_file_list = file_io.get_matching_files(golden_file_patterns)
     if FLAGS.only_test_core_api:
       golden_file_list = _FilterNonCoreGoldenFiles(golden_file_list)
 
@@ -388,9 +404,10 @@ class ApiCompatibilityTest(test.TestCase):
     api_version = 1
     if hasattr(tf, '_major_api_version') and tf._major_api_version == 2:
       api_version = 2
-    golden_file_pattern = os.path.join(
+    golden_file_patterns = [
-        resource_loader.get_root_dir_with_all_resources(),
+        os.path.join(resource_loader.get_root_dir_with_all_resources(),
-        _KeyToFilePath('*', api_version))
+                     _KeyToFilePath('*', api_version)),
+        _GetTFNumpyGoldenPattern(api_version)]
     omit_golden_symbols_map = {}
     if (api_version == 2 and FLAGS.only_test_core_api and
         not _TENSORBOARD_AVAILABLE):
@@ -401,7 +418,7 @@ class ApiCompatibilityTest(test.TestCase):
 
     self._checkBackwardsCompatibility(
         tf,
-        golden_file_pattern,
+        golden_file_patterns,
         api_version,
         # Skip compat.v1 and compat.v2 since they are validated
         # in separate tests.
@@ -413,12 +430,12 @@ class ApiCompatibilityTest(test.TestCase):
 
   def testAPIBackwardsCompatibilityV1(self):
     api_version = 1
-    golden_file_pattern = os.path.join(
+    golden_file_patterns = os.path.join(
         resource_loader.get_root_dir_with_all_resources(),
         _KeyToFilePath('*', api_version))
     self._checkBackwardsCompatibility(
         tf.compat.v1,
-        golden_file_pattern,
+        golden_file_patterns,
         api_version,
         additional_private_map={
             'tf': ['pywrap_tensorflow'],
@@ -428,9 +445,10 @@ class ApiCompatibilityTest(test.TestCase):
 
   def testAPIBackwardsCompatibilityV2(self):
     api_version = 2
-    golden_file_pattern = os.path.join(
+    golden_file_patterns = [
-        resource_loader.get_root_dir_with_all_resources(),
+        os.path.join(resource_loader.get_root_dir_with_all_resources(),
-        _KeyToFilePath('*', api_version))
+                     _KeyToFilePath('*', api_version)),
+        _GetTFNumpyGoldenPattern(api_version)]
     omit_golden_symbols_map = {}
     if FLAGS.only_test_core_api and not _TENSORBOARD_AVAILABLE:
       # In TF 2.0 these summary symbols are imported from TensorBoard.
@@ -439,7 +457,7 @@ class ApiCompatibilityTest(test.TestCase):
       ]
     self._checkBackwardsCompatibility(
         tf.compat.v2,
-        golden_file_pattern,
+        golden_file_patterns,
         api_version,
         additional_private_map={'tf.compat': ['v1', 'v2']},
         omit_golden_symbols_map=omit_golden_symbols_map)

third_party/py/numpy/tf_numpy_api/BUILD

@@ -0,0 +1,11 @@
+# TensorFlow API backwards compatibility test goldens for tf.experimental.numpy.
+
+package(
+    default_visibility = ["//visibility:public"],
+    licenses = ["notice"],
+)
+
+filegroup(
+    name = "api_golden",
+    srcs = glob(["*.pbtxt"]),
+)

third_party/py/numpy/tf_numpy_api/tensorflow.experimental.numpy.bool_.pbtxt

@@ -0,0 +1,222 @@
+path: "tensorflow.experimental.numpy.bool_"
+tf_class {
+  is_instance: "<class \'numpy.bool_\'>"
+  member {
+    name: "T"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "base"
+    mtype: "<type \'getset_descriptor\'>"
+  }
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+    mtype: "<type \'getset_descriptor\'>"
+  }
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+    mtype: "<type \'getset_descriptor\'>"
+  }
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+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
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+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "imag"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "itemsize"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "nbytes"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "ndim"
+    mtype: "<type \'getset_descriptor\'>"
+  }
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+    mtype: "<type \'getset_descriptor\'>"
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+  member {
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+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "strides"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member_method {
+    name: "__init__"
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+  member_method {
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+  member_method {
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+  member_method {
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+  member_method {
+    name: "repeat"
+  }
+  member_method {
+    name: "reshape"
+  }
+  member_method {
+    name: "resize"
+  }
+  member_method {
+    name: "round"
+  }
+  member_method {
+    name: "searchsorted"
+  }
+  member_method {
+    name: "setfield"
+  }
+  member_method {
+    name: "setflags"
+  }
+  member_method {
+    name: "sort"
+  }
+  member_method {
+    name: "squeeze"
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+  member_method {
+    name: "std"
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+  member_method {
+    name: "sum"
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+  member_method {
+    name: "swapaxes"
+  }
+  member_method {
+    name: "take"
+  }
+  member_method {
+    name: "tobytes"
+  }
+  member_method {
+    name: "tofile"
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+  member_method {
+    name: "tolist"
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+  member_method {
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+  member_method {
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+  member_method {
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+  member_method {
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+  }
+  member_method {
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+}

third_party/py/numpy/tf_numpy_api/tensorflow.experimental.numpy.complex128.pbtxt

@@ -0,0 +1,222 @@
+path: "tensorflow.experimental.numpy.complex128"
+tf_class {
+  is_instance: "<class \'numpy.complex128\'>"
+  member {
+    name: "T"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "base"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "data"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
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+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "flat"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "imag"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
+    name: "itemsize"
+    mtype: "<type \'getset_descriptor\'>"
+  }
+  member {
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+    mtype: "<type \'getset_descriptor\'>"
+  }
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+    mtype: "<type \'getset_descriptor\'>"
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+    mtype: "<type \'getset_descriptor\'>"
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+    mtype: "<type \'getset_descriptor\'>"
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+  member_method {
+    name: "compress"
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+  member_method {
+    name: "conj"
+  }
+  member_method {
+    name: "conjugate"
+  }
+  member_method {
+    name: "copy"
+  }
+  member_method {
+    name: "cumprod"
+  }
+  member_method {
+    name: "cumsum"
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+  member_method {
+    name: "diagonal"
+  }
+  member_method {
+    name: "dump"
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+  member_method {
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+  member_method {
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+    name: "mean"
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+  member_method {
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+  member_method {
+    name: "view"
+  }
+}

third_party/py/numpy/tf_numpy_api/tensorflow.experimental.numpy.complex64.pbtxt

@@ -0,0 +1,222 @@
+path: "tensorflow.experimental.numpy.complex64"
+tf_class {
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+  member {
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+    mtype: "<type \'getset_descriptor\'>"
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+  member_method {
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third_party/py/numpy/tf_numpy_api/tensorflow.experimental.numpy.ndarray.pbtxt

@@ -1,4 +1,4 @@
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@@ -1,4 +1,4 @@
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third_party/py/numpy/tf_numpy_api/tensorflow.experimental.numpy.unicode_.pbtxt

@@ -0,0 +1,354 @@
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