{"action":"created","comment":{"url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/comments/208167892","pull_request_review_id":143921040,"id":208167892,"node_id":"MDI0OlB1bGxSZXF1ZXN0UmV2aWV3Q29tbWVudDIwODE2Nzg5Mg==","diff_hunk":"@@ -35,97 +81,159 @@ class dtypes:\n class Tensor:\n     pass\n \n+\n class gpu_options:\n     def __init__(self):\n         self.allow_growth: bool\n \n+\n class ConfigProto:\n     def __init__(self, log_device_placement: bool) -> None:\n         self.gpu_options: gpu_options\n-        #self.gpu_options.allow_growth: bool\n+        # self.gpu_options.allow_growth: bool\n+\n \n class Graph:\n     pass\n \n+\n class BaseSession:\n-    #TODO: options is of type RunOption, run_metadata is of type RunMetadata\n+    # TODO: options is of type RunOption, run_metadata is of type RunMetadata\n     # Return type is option of:\n     # single graph element if fetches is a single graph element  OR\n     # list of graph elements if fetches is a list of single graph elements OR\n     # a dictionary\n     # Leaving it as Any for now\n-    def run(self, fetches: Any, feed_dict: Optional[Dict[Any, Any]] = None, run_options: Any = None, run_metadata: Any = None) -> Any: ...\n+    def run(self, fetches: Any,\n+            feed_dict: Optional[Dict[Any, Any]]=...,\n+            run_options: Any=...,\n+            run_metadata: Any=...\n+            ) -> Any: ...\n \n     def close(self) -> None: ...\n \n+\n class Session(BaseSession):\n-    def __init__(self, graph: Graph = None, config: ConfigProto = None) -> None:\n-        pass\n+    def __init__(self,\n+                 graph: Graph=...,\n+                 config: ConfigProto=...\n+                 ) -> None:\n+        ...\n+\n     def __enter__(self):\n-        pass\n+        ...\n+\n     def __exit__(self, type, value, traceback):\n-        pass\n+        ...\n+\n     def close(self) -> None: ...\n \n-# defined here https://github.com/tensorflow/tensorflow/blob/d8f9538ab48e3c677aaf532769d29bc29a05b76e/tensorflow/python/ops/variables.py#L40\n+# defined here\n+# https://github.com/tensorflow/tensorflow/blob/d8f9538ab48e3c677aaf532769d29bc29a05b76e/tensorflow/python/ops/variables.py#L40\n+\n+\n class Variable:\n     def __init__(self,\n-                initial_value: Any=None,\n-                trainable: Optional[bool]=True,\n-                collections: Optional[Any]=None,\n-                validate_shape: Optional[bool]=True,\n-                caching_device: Optional[Any]=None,\n-                name: Optional[str]=None,\n-                variable_def: Optional[Any]=None,\n-                dtype: Optional[Any]=None,\n-                expected_shape: Optional[Any]=None,\n-                import_scope: Optional[str]=None,\n-                constraint: Optional[Any]=None) -> None : ...\n+                 initial_value: Any=...,\n+                 trainable: Optional[bool]=...,\n+                 collections: Optional[Any]=...,\n+                 validate_shape: Optional[bool]=...,\n+                 caching_device: Optional[Any]=...,\n+                 name: Optional[str]=...,\n+                 variable_def: Optional[Any]=...,\n+                 dtype: Optional[Any]=...,\n+                 expected_shape: Optional[Any]=...,\n+                 import_scope: Optional[str]=...,\n+                 constraint: Optional[Any]=...\n+                 ) -> None: ...\n \n \n # Original function definition for edit_distance here:\n # https://github.com/tensorflow/tensorflow/blob/faff6f2a60a01dba57cf3a3ab832279dbe174798/tensorflow/python/ops/array_ops.py#L2049\n # return type is Tensor\n-def edit_distance(hypothesis: Any, truth: Any, normalize: Optional[bool]=True, name: Optional[str]=\"edit_distance\") -> Any: ...\n+def edit_distance(hypothesis: Any,\n+                  truth: Any,\n+                  normalize: Optional[bool]=...,\n+                  name: Optional[str]=...\n+                  ) -> Any: ...\n \n # Original function definition for global_variables_initializer here:\n # https://github.com/tensorflow/tensorflow/blob/28340a4b12e286fe14bb7ac08aebe325c3e150b4/tensorflow/python/ops/variables.py#L1565\n+\n+\n def global_variables_initializer() -> Any: ...\n \n # Original function definition for reset_default_graph here:\n # https://github.com/tensorflow/tensorflow/blob/28340a4b12e286fe14bb7ac08aebe325c3e150b4/tensorflow/python/framework/ops.py#L5531\n+\n+\n def reset_default_graph() -> Graph: ...\n \n \n # Original function definition for placeholder here:\n # https://github.com/tensorflow/tensorflow/blob/28340a4b12e286fe14bb7ac08aebe325c3e150b4/tensorflow/python/ops/array_ops.py#L1693\n # TODO: improve types\n-def placeholder(dtype: Any, shape: Any = None, name: Optional[str] = None) -> Any: ...\n+def placeholder(dtype: Any,\n+                shape: Any=...,\n+                name: Optional[str]=...\n+                ) -> Any: ...\n \n # Original function definition for sparse_placeholder here:\n # https://github.com/tensorflow/tensorflow/blob/28340a4b12e286fe14bb7ac08aebe325c3e150b4/tensorflow/python/ops/array_ops.py#L1749\n # TODO: improve types\n-def sparse_placeholder(dtype: Any, shape: Any = None, name: Optional[str] = None) -> Any: ...\n+\n+\n+def sparse_placeholder(dtype: Any,\n+                       shape: Any=...,\n+                       name: Optional[str]=...\n+                       ) -> Any: ...\n \n # Original function definition for sparse_tensor_to_dense here:\n # https://github.com/tensorflow/tensorflow/blob/d8f9538ab48e3c677aaf532769d29bc29a05b76e/tensorflow/python/ops/sparse_ops.py#L948\n # sp_input is SparseTensor\n # returns Tensor\n-def sparse_tensor_to_dense(sp_input: Any, default_value: Any=0, validate_indices: bool=True, name: Optional[str]=None) -> Any: ...\n+\n+\n+def sparse_tensor_to_dense(sp_input: Any,\n+                           default_value: Any=...,\n+                           validate_indices: bool=...,\n+                           name: Optional[str]=...\n+                           ) -> Any: ...\n \n # Original function definition for shape here:\n # https://github.com/tensorflow/tensorflow/blob/28340a4b12e286fe14bb7ac08aebe325c3e150b4/tensorflow/python/ops/array_ops.py#L197\n # TODO: improve types. return type of None here is a hack\n # input is `Tensor` or `SparseTensor`\n # out_type is an optional integral data-type (`int32` or `int64`).\n # returns a `Tensor` of type specified by `out_type`\n-def shape(input: Any, name: Optional[str] = None, out_type: Any = None) -> Any: ...\n+\n+\n+def shape(input: Any,\n+          name: Optional[str]=...,\n+          out_type: Any=...\n+          ) -> Any: ...\n \n # Original function definition for truncated_normal here:\n # https://github.com/tensorflow/tensorflow/blob/70cd9ed2d2ea37a6da6f813a99b32c03e90736a4/tensorflow/python/ops/random_ops.py#L139\n-def truncated_normal(shape: Any, mean: Any=0.0, stddev: Any=1.0, dtype: Any=dtypes.float32, seed: Any=None, name: Optional[str]=None) -> Any: ...\n+\n+\n+def truncated_normal(shape: Any,\n+                     mean: Any=...,  # default 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enough the PEP got changed recently, so these changes are a good way to deal with it.","created_at":"2018-08-07T09:53:00Z","updated_at":"2018-08-07T09:53:00Z","html_url":"https://github.com/persephone-tools/tensorflow-stubs/pull/6#discussion_r208167892","pull_request_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/6","author_association":"MEMBER","_links":{"self":{"href":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/comments/208167892"},"html":{"href":"https://github.com/persephone-tools/tensorflow-stubs/pull/6#discussion_r208167892"},"pull_request":{"href":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/6"}},"in_reply_to_id":207725499},"pull_request":{"url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/6","id":206213059,"node_id":"MDExOlB1bGxSZXF1ZXN0MjA2MjEzMDU5","html_url":"https://github.com/persephone-tools/tensorflow-stubs/pull/6","diff_url":"https://github.com/persephone-tools/tensorflow-stubs/pull/6.diff","patch_url":"https://github.com/persephone-tools/tensorflow-stubs/pull/6.patch","issue_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/issues/6","number":6,"state":"open","locked":false,"title":"[WIP] Test issues","user":{"login":"acvander","id":5941178,"node_id":"MDQ6VXNlcjU5NDExNzg=","avatar_url":"https://avatars0.githubusercontent.com/u/5941178?v=4","gravatar_id":"","url":"https://api.github.com/users/acvander","html_url":"https://github.com/acvander","followers_url":"https://api.github.com/users/acvander/followers","following_url":"https://api.github.com/users/acvander/following{/other_user}","gists_url":"https://api.github.com/users/acvander/gists{/gist_id}","starred_url":"https://api.github.com/users/acvander/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/acvander/subscriptions","organizations_url":"https://api.github.com/users/acvander/orgs","repos_url":"https://api.github.com/users/acvander/repos","events_url":"https://api.github.com/users/acvander/events{/privacy}","received_events_url":"https://api.github.com/users/acvander/received_events","type":"User","site_admin":false},"body":"- Added pass tests for several functions\r\n- Fail test for train.Saver.restore() causes pytest to fail unexpectedly.","created_at":"2018-08-04T22:44:17Z","updated_at":"2018-08-07T09:53:00Z","closed_at":null,"merged_at":null,"merge_commit_sha":"fa9ed50390e0a7462b2ec096b9a672b083784a7f","assignee":null,"assignees":[],"requested_reviewers":[],"requested_teams":[],"labels":[],"milestone":null,"commits_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/6/commits","review_comments_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/6/comments","review_comment_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/pulls/comments{/number}","comments_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/issues/6/comments","statuses_url":"https://api.github.com/repos/persephone-tools/tensorflow-stubs/statuses/14cace3d73ca65af7f0349e0275815951e89da0a","head":{"label":"acvander:test-issues","ref":"test-issues","sha":"14cace3d73ca65af7f0349e0275815951e89da0a","user":{"login":"acvander","id":5941178,"node_id":"MDQ6VXNlcjU5NDExNzg=","avatar_url":"https://avatars0.githubusercontent.com/u/5941178?v=4","gravatar_id":"","url":"https://api.github.com/users/acvander","html_url":"https://github.com/acvander","followers_url":"https://api.github.com/users/acvander/followers","following_url":"https://api.github.com/users/acvander/following{/other_user}","gists_url":"https://api.github.com/users/acvander/gists{/gist_id}","starred_url":"https://api.github.com/users/acvander/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/acvander/subscriptions","organizations_url":"https://api.github.com/users/acvander/orgs","repos_url":"https://api.github.com/users/acvander/repos","events_url":"https://api.github.com/users/acvander/events{/privacy}","received_events_url":"https://api.github.com/users/acvander/received_events","type":"User","site_admin":false},"repo":{"id":143298061,"node_id":"MDEwOlJlcG9zaXRvcnkxNDMyOTgwNjE=","name":"tensorflow-stubs","full_name":"acvander/tensorflow-stubs","owner":{"login":"acvander","id":5941178,"node_id":"MDQ6VXNlcjU5NDExNzg=","avatar_url":"https://avatars0.githubusercontent.com/u/5941178?v=4","gravatar_id":"","url":"https://api.github.com/users/acvander","html_url":"https://github.com/acvander","followers_url":"https://api.github.com/users/acvander/followers","following_url":"https://api.github.com/users/acvander/following{/other_user}","gists_url":"https://api.github.com/users/acvander/gists{/gist_id}","starred_url":"https://api.github.com/users/acvander/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/acvander/subscriptions","organizations_url":"https://api.github.com/users/acvander/orgs","repos_url":"https://api.github.com/users/acvander/repos","events_url":"https://api.github.com/users/acvander/events{/privacy}","received_events_url":"https://api.github.com/users/acvander/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/acvander/tensorflow-stubs","description":"Type 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