add ci check for changing op-related api without core.ops, test=develop (#25596)

* add ci check for changing op-related api without core.ops, test=develop

* generate api_source_md5 file when build, test=develop

* add failed example, test=develop

* add failed example, test=develop

* handle exception, test=develop

paddle/scripts/paddle_build.sh

@@ -584,6 +584,10 @@ function generate_api_spec() {
     op_desc_path=${PADDLE_ROOT}/paddle/fluid/OP_DESC_${spec_kind}.spec
     python ${PADDLE_ROOT}/tools/print_op_desc.py > $op_desc_path
 
+    # print api and the md5 of source code of the api.
+    api_source_md5_path=${PADDLE_ROOT}/paddle/fluid/API_${spec_kind}.source.md5
+    python ${PADDLE_ROOT}/tools/count_api_without_core_ops.py -p paddle > $api_source_md5_path
+
     awk -F '(' '{print $NF}' $spec_path >${spec_path}.doc
     awk -F '(' '{$NF="";print $0}' $spec_path >${spec_path}.api
     if [ "$1" == "cp35-cp35m" ] || [ "$1" == "cp36-cp36m" ] || [ "$1" == "cp37-cp37m" ]; then 

python/paddle/fluid/layers/nn.py

@@ -6207,7 +6207,7 @@ def squeeze(input, axes, name=None):
     check_variable_and_dtype(
         input, 'input',
         ['float16', 'float32', 'float64', 'int8', 'int32', 'int64'], 'squeeze')
-    check_type(axes, 'axes', list, 'squeeze')
+    check_type(axes, 'axes', (list, tuple), 'squeeze')
     out = helper.create_variable_for_type_inference(dtype=input.dtype)
     x_shape = helper.create_variable_for_type_inference(dtype=input.dtype)
     helper.append_op(

tools/check_api_approvals.sh

@@ -80,10 +80,18 @@ if [ "$api_doc_spec_diff" != "" ]; then
     check_approval 1 2870059 29231 27208573 28379894 11935832
 fi
 
+api_spec_diff=`python ${PADDLE_ROOT}/tools/check_api_source_without_core_ops.py ${PADDLE_ROOT}/paddle/fluid/API_DEV.source.md5  ${PADDLE_ROOT}/paddle/fluid/API_PR.source.md5` 
+if [ "$api_spec_diff" != "" ]; then
+    echo_line="You must have one RD (zhiqiu (Recommend) or phlrain) approval for the api change for the opreator-related api without 'core.ops'.\n"
+    echo_line="${echo_line}For more details, please click [https://github.com/PaddlePaddle/Paddle/wiki/paddle_api_development_manual.md]\n"
+    echo_line="${echo_line}Related APIs: ${api_spec_diff}"
+    check_approval 1 6888866 43953930
+fi
+
 op_type_spec_diff=`python ${PADDLE_ROOT}/tools/check_op_register_type.py ${PADDLE_ROOT}/paddle/fluid/OP_TYPE_DEV.spec  ${PADDLE_ROOT}/paddle/fluid/OP_TYPE_PR.spec`
 if [ "$op_type_spec_diff" != "" ]; then
     echo_line="You must have one RD (Aurelius84 (Recommend) or liym27 or zhhsplendid)approval for the data_type registration of new operator. More data_type of new operator should be registered in your PR. Please make sure that both float/double (or int/int64_t) have been registered.\n For more details, please click [https://github.com/PaddlePaddle/Paddle/wiki/Data-types-of-generic-Op-must-be-fully-registered].\n"
-    check_approval 1 9301846 33742067 7913861
+    check_approval 1 9j301846 33742067 7913861
 fi
 
 op_desc_diff=`python ${PADDLE_ROOT}/tools/check_op_desc.py ${PADDLE_ROOT}/paddle/fluid/OP_DESC_DEV.spec  ${PADDLE_ROOT}/paddle/fluid/OP_DESC_PR.spec`

tools/check_api_source_without_core_ops.py

+# Copyright (c) 2020 PaddlePaddle 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.
+
+from __future__ import print_function
+import difflib
+import sys
+import importlib
+import os
+import count_api_without_core_ops
+
+with open(sys.argv[1], 'r') as f:
+    origin = f.read()
+    origin = origin.splitlines()
+
+with open(sys.argv[2], 'r') as f:
+    new = f.read()
+    new = new.splitlines()
+
+differ = difflib.Differ()
+result = differ.compare(origin, new)
+
+api_with_ops, api_without_ops = count_api_without_core_ops.get_apis_with_and_without_core_ops(
+    ['paddle'])
+
+error = False
+# get all diff apis
+# check if the changed api's source code contains append_op but not core.ops
+diffs = []
+for each_diff in result:
+    if each_diff[0] == '+':
+        api_name = each_diff.split(' ')[1].strip()
+        if api_name in api_without_ops:
+            error = True
+            diffs += [api_name]
+
+if error:
+    for each_diff in diffs:
+        print(each_diff)

tools/count_api_without_ops.py → tools/count_api_without_core_ops.py

@@ -11,12 +11,7 @@
 # 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.
-"""
-List all operator-raleated APIs that contains append_op but not core.ops.xx.
 
-Usage:
-    python ./count_api_without_ops.py paddle
-"""
 from __future__ import print_function
 
 import importlib
@@ -28,7 +23,7 @@ import hashlib
 import six
 import functools
 
-visited_modules = set()
+__all__ = ['get_apis_with_and_without_core_ops', ]
 
 # APIs that should not be printed into API.spec 
 omitted_list = [
@@ -37,11 +32,14 @@ omitted_list = [
     "paddle.fluid.io.ComposeNotAligned.__init__",
 ]
 
-api_with_ops = []
-api_without_ops = []
 
+def md5(doc):
+    hash = hashlib.md5()
+    hash.update(str(doc).encode('utf-8'))
+    return hash.hexdigest()
 
-def queue_dict(member, cur_name):
+
+def split_with_and_without_core_ops(member, cur_name):
     if cur_name in omitted_list:
         return
 
@@ -55,23 +53,40 @@ def queue_dict(member, cur_name):
                     api_with_ops.append(cur_name)
                 else:
                     api_without_ops.append(cur_name)
+        except:
+            # If getsource failed (pybind API or function inherit from father class), just skip
+            pass
+
 
-        except Exception as e:  # special for PyBind method
+def get_md5_of_func(member, cur_name):
+    if cur_name in omitted_list:
+        return
+
+    doc_md5 = md5(member.__doc__)
+
+    if inspect.isclass(member):
+        pass
+    else:
+        try:
+            source = inspect.getsource(member)
+            func_dict[cur_name] = md5(source)
+        except:
+            # If getsource failed (pybind API or function inherit from father class), just skip
             pass
 
 
-def visit_member(parent_name, member):
+def visit_member(parent_name, member, func):
     cur_name = ".".join([parent_name, member.__name__])
     if inspect.isclass(member):
-        queue_dict(member, cur_name)
+        func(member, cur_name)
         for name, value in inspect.getmembers(member):
             if hasattr(value, '__name__') and (not name.startswith("_") or
                                                name == "__init__"):
-                visit_member(cur_name, value)
+                visit_member(cur_name, value, func)
     elif inspect.ismethoddescriptor(member):
         return
     elif callable(member):
-        queue_dict(member, cur_name)
+        func(member, cur_name)
     elif inspect.isgetsetdescriptor(member):
         return
     else:
@@ -94,7 +109,7 @@ def is_primitive(instance):
         return False
 
 
-def visit_all_module(mod):
+def visit_all_module(mod, visited, func):
     mod_name = mod.__name__
     if mod_name != 'paddle' and not mod_name.startswith('paddle.'):
         return
@@ -102,10 +117,10 @@ def visit_all_module(mod):
     if mod_name.startswith('paddle.fluid.core'):
         return
 
-    if mod in visited_modules:
+    if mod in visited:
         return
 
-    visited_modules.add(mod)
+    visited.add(mod)
 
     for member_name in (
             name
@@ -122,19 +137,51 @@ def visit_all_module(mod):
             continue
 
         if inspect.ismodule(instance):
-            visit_all_module(instance)
+            visit_all_module(instance, visited, func)
         else:
-            visit_member(mod.__name__, instance)
+            visit_member(mod.__name__, instance, func)
+
 
+def get_apis_with_and_without_core_ops(modules):
+    global api_with_ops, api_without_ops
+    api_with_ops = []
+    api_without_ops = []
+    for m in modules:
+        visit_all_module(
+            importlib.import_module(m), set(), split_with_and_without_core_ops)
+    return api_with_ops, api_without_ops
 
-modules = sys.argv[1].split(",")
-for m in modules:
-    visit_all_module(importlib.import_module(m))
 
-print('api_with_ops:', len(api_with_ops))
-print('\n'.join(api_with_ops))
+def get_api_source_desc(modules):
+    global func_dict
+    func_dict = collections.OrderedDict()
+    for m in modules:
+        visit_all_module(importlib.import_module(m), set(), get_md5_of_func)
+    return func_dict
 
-print('\n==============\n')
 
-print('api_without_ops:', len(api_without_ops))
-print('\n'.join(api_without_ops))
+if __name__ == "__main__":
+    if len(sys.argv) > 1:
+        modules = sys.argv[2].split(",")
+        if sys.argv[1] == '-c':
+            api_with_ops, api_without_ops = get_apis_with_and_without_core_ops(
+                modules)
+
+            print('api_with_ops:', len(api_with_ops))
+            print('\n'.join(api_with_ops))
+            print('\n==============\n')
+            print('api_without_ops:', len(api_without_ops))
+            print('\n'.join(api_without_ops))
+
+        if sys.argv[1] == '-p':
+            func_dict = get_api_source_desc(modules)
+            for name in func_dict:
+                print(name, func_dict[name])
+
+    else:
+        print("""Usage: 
+            1. Count and list all operator-raleated APIs that contains append_op but not core.ops.xx. 
+                python ./count_api_without_core_ops.py -c paddle
+            2. Print api and the md5 of source code of the api.
+                python ./count_api_without_core_ops.py -p paddle
+            """)