[Dy2Stat-log] Add feature also_to_stdout and optimize log messages (#27285)

* Add env value to  log to stdout; 2.Add logger name

* Optimize log messages in dygraph-to-static

* Replace logging.warn and warnings.warn with logging_utils.warn

python/paddle/fluid/dygraph/dygraph_to_static/ast_transformer.py

@@ -60,7 +60,7 @@ class DygraphToStaticAst(gast.NodeTransformer):
     def transfer_from_node_type(self, node_wrapper):
         translator_logger = logging_utils.TranslatorLogger()
         translator_logger.log(
-            1, "   Source code: \n{}".format(ast_to_source_code(self.root)))
+            1, "Source code: \n{}".format(ast_to_source_code(self.root)))
         # Generic transformation
         self.visit(node_wrapper.node)
 

python/paddle/fluid/dygraph/dygraph_to_static/function_spec.py

@@ -12,17 +12,18 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import logging
 import six
 import inspect
 import numpy as np
 import collections
+
 import paddle
 from paddle.fluid import core
 from paddle.fluid.dygraph import layers
 from paddle.fluid.layers.utils import flatten
 from paddle.fluid.layers.utils import pack_sequence_as
 from paddle.fluid.dygraph.base import switch_to_static_graph
+from paddle.fluid.dygraph.dygraph_to_static import logging_utils
 from paddle.fluid.dygraph.dygraph_to_static.utils import parse_arg_and_kwargs
 from paddle.fluid.dygraph.dygraph_to_static.utils import type_name
 from paddle.fluid.dygraph.dygraph_to_static.utils import func_to_source_code
@@ -291,7 +292,7 @@ def convert_to_input_spec(inputs, input_spec):
         if len(inputs) > len(input_spec):
             for rest_input in inputs[len(input_spec):]:
                 if isinstance(rest_input, (core.VarBase, np.ndarray)):
-                    logging.warning(
+                    logging_utils.warn(
                         "The inputs constain `{}` without specificing InputSpec, its shape and dtype will be treated immutable. "
                         "Please specific InputSpec information in `@declarative` if you expect them as mutable inputs.".
                         format(type_name(rest_input)))

python/paddle/fluid/dygraph/dygraph_to_static/logging_utils.py

@@ -26,6 +26,8 @@ CODE_LEVEL_ENV_NAME = 'TRANSLATOR_CODE_LEVEL'
 DEFAULT_VERBOSITY = -1
 DEFAULT_CODE_LEVEL = -1
 
+LOG_AllTransformer = 100
+
 
 def synchronized(func):
     def wrapper(*args, **kwargs):
@@ -53,10 +55,15 @@ class TranslatorLogger(object):
             return
 
         self._initialized = True
+        self.logger_name = "Dynamic-to-Static"
         self._logger = log_helper.get_logger(
-            __name__, 1, fmt='%(asctime)s-%(levelname)s: %(message)s')
+            self.logger_name,
+            1,
+            fmt='%(asctime)s %(name)s %(levelname)s: %(message)s')
         self._verbosity_level = None
         self._transformed_code_level = None
+        self._need_to_echo_log_to_stdout = None
+        self._need_to_echo_code_to_stdout = None
 
     @property
     def logger(self):
@@ -86,6 +93,28 @@ class TranslatorLogger(object):
         self.check_level(level)
         self._transformed_code_level = level
 
+    @property
+    def need_to_echo_log_to_stdout(self):
+        if self._need_to_echo_log_to_stdout is not None:
+            return self._need_to_echo_log_to_stdout
+        return False
+
+    @need_to_echo_log_to_stdout.setter
+    def need_to_echo_log_to_stdout(self, log_to_stdout):
+        assert isinstance(log_to_stdout, (bool, type(None)))
+        self._need_to_echo_log_to_stdout = log_to_stdout
+
+    @property
+    def need_to_echo_code_to_stdout(self):
+        if self._need_to_echo_code_to_stdout is not None:
+            return self._need_to_echo_code_to_stdout
+        return False
+
+    @need_to_echo_code_to_stdout.setter
+    def need_to_echo_code_to_stdout(self, code_to_stdout):
+        assert isinstance(code_to_stdout, (bool, type(None)))
+        self._need_to_echo_code_to_stdout = code_to_stdout
+
     def check_level(self, level):
         if isinstance(level, (six.integer_types, type(None))):
             rv = level
@@ -110,34 +139,56 @@ class TranslatorLogger(object):
 
     def error(self, msg, *args, **kwargs):
         self.logger.error(msg, *args, **kwargs)
+        if self.need_to_echo_log_to_stdout:
+            self._output_to_stdout('ERROR: ' + msg, *args)
 
     def warn(self, msg, *args, **kwargs):
-        self.logger.warn(msg, *args, **kwargs)
+        self.logger.warning(msg, *args, **kwargs)
+        if self.need_to_echo_log_to_stdout:
+            self._output_to_stdout('WARNING: ' + msg, *args)
 
     def log(self, level, msg, *args, **kwargs):
         if self.has_verbosity(level):
-            self.logger.log(level, msg, *args, **kwargs)
+            msg_with_level = '(Level {}) {}'.format(level, msg)
+            self.logger.info(msg_with_level, *args, **kwargs)
+            if self.need_to_echo_log_to_stdout:
+                self._output_to_stdout('INFO: ' + msg_with_level, *args)
 
     def log_transformed_code(self, level, ast_node, transformer_name, *args,
                              **kwargs):
         if self.has_code_level(level):
             source_code = ast_to_source_code(ast_node)
-            header_msg = "After the level {} ast transformer: '{}', the transformed code:\n"\
+            if level == LOG_AllTransformer:
-                .format(level, transformer_name)
+                header_msg = "After the last level ast transformer: '{}', the transformed code:\n" \
+                    .format(transformer_name)
+            else:
+                header_msg = "After the level {} ast transformer: '{}', the transformed code:\n"\
+                    .format(level, transformer_name)
 
             msg = header_msg + source_code
             self.logger.info(msg, *args, **kwargs)
 
+            if self.need_to_echo_code_to_stdout:
+                self._output_to_stdout('INFO: ' + msg, *args)
+
+    def _output_to_stdout(self, msg, *args):
+        msg = self.logger_name + ' ' + msg
+        print(msg % args)
+
 
 _TRANSLATOR_LOGGER = TranslatorLogger()
 
 
-def set_verbosity(level=0):
+def set_verbosity(level=0, also_to_stdout=False):
     """
-    Sets the verbosity level of log for dygraph to static graph.
+    Sets the verbosity level of log for dygraph to static graph. Logs can be output to stdout by setting `also_to_stdout`.
+
     There are two means to set the logging verbosity:
-     1. Call function `set_verbosity`
+
-     2. Set environment variable `TRANSLATOR_VERBOSITY`
+    1. Call function `set_verbosity`
+
+    2. Set environment variable `TRANSLATOR_VERBOSITY`
+
 
     **Note**:
     `set_verbosity` has a higher priority than the environment variable.
@@ -145,6 +196,7 @@ def set_verbosity(level=0):
     Args:
         level(int): The verbosity level. The larger value idicates more verbosity.
             The default value is 0, which means no logging.
+        also_to_stdout(bool): Whether to also output log messages to `sys.stdout`.
 
     Examples:
         .. code-block:: python
@@ -159,27 +211,30 @@ def set_verbosity(level=0):
             # The verbosity level is now 3, but it has no effect because it has a lower priority than `set_verbosity`
     """
     _TRANSLATOR_LOGGER.verbosity_level = level
+    _TRANSLATOR_LOGGER.need_to_echo_log_to_stdout = also_to_stdout
 
 
 def get_verbosity():
     return _TRANSLATOR_LOGGER.verbosity_level
 
 
-LOG_AllTransformer = 100
+def set_code_level(level=LOG_AllTransformer, also_to_stdout=False):
-
-
-def set_code_level(level=LOG_AllTransformer):
     """
-    Sets the level to print code from specific level of Ast Transformer.
+    Sets the level to print code from specific level Ast Transformer. Code can be output to stdout by setting `also_to_stdout`.
+
     There are two means to set the code level:
-     1. Call function `set_code_level`
+
-     2. Set environment variable `TRANSLATOR_CODE_LEVEL`
+    1. Call function `set_code_level`
+
+    2. Set environment variable `TRANSLATOR_CODE_LEVEL`
+
 
     **Note**:
     `set_code_level` has a higher priority than the environment variable.
 
     Args:
         level(int): The level to print code. Default is 100, which means to print the code after all AST Transformers.
+        also_to_stdout(bool): Whether to also output code to `sys.stdout`.
 
     Examples:
         .. code-block:: python
@@ -195,6 +250,7 @@ def set_code_level(level=LOG_AllTransformer):
 
     """
     _TRANSLATOR_LOGGER.transformed_code_level = level
+    _TRANSLATOR_LOGGER.need_to_echo_code_to_stdout = also_to_stdout
 
 
 def get_code_level():

python/paddle/fluid/dygraph/dygraph_to_static/partial_program.py

@@ -14,21 +14,17 @@
 
 from __future__ import print_function
 import numpy as np
-import logging
 import six
 
-from paddle.fluid import log_helper
 from paddle.fluid import framework, backward, core
 from paddle.fluid.dygraph import layers
 from paddle.fluid.dygraph.base import switch_to_static_graph
+from paddle.fluid.dygraph.dygraph_to_static import logging_utils
 from paddle.fluid.dygraph.dygraph_to_static.return_transformer import RETURN_NO_VALUE_MAGIC_NUM
 from paddle.fluid.layers.utils import flatten
 from paddle.fluid.layers.utils import pack_sequence_as
 import paddle.compat as cpt
 
-_logger = log_helper.get_logger(
-    __name__, logging.WARNING, fmt='%(asctime)s-%(levelname)s: %(message)s')
-
 
 class NestSequence(object):
     """
@@ -72,7 +68,7 @@ class NestSequence(object):
                 if not isinstance(var, (framework.Variable, core.VarBase)):
                     warning_types.add(type(var))
             if warning_types:
-                _logger.warning(
+                logging_utils.warn(
                     "Output of traced function contains non-tensor type values: {}. "
                     "Currently, We don't support to update them while training and will return "
                     "what we first saw. Please try to return them as tensor.".

python/paddle/fluid/dygraph/dygraph_to_static/print_transformer.py

@@ -15,14 +15,8 @@
 from __future__ import print_function
 
 import gast
-import logging
 
-from paddle.fluid import log_helper
+from paddle.fluid.dygraph.dygraph_to_static.static_analysis import AstNodeWrapper, StaticAnalysisVisitor
-from paddle.fluid.dygraph.dygraph_to_static.static_analysis import AstNodeWrapper, NodeVarType, StaticAnalysisVisitor
-from paddle.fluid.dygraph.dygraph_to_static.utils import ast_to_source_code
-
-_logger = log_helper.get_logger(
-    __name__, logging.WARNING, fmt='%(asctime)s-%(levelname)s: %(message)s')
 
 
 class PrintTransformer(gast.NodeTransformer):

python/paddle/fluid/dygraph/dygraph_to_static/program_translator.py

@@ -13,17 +13,15 @@
 # limitations under the License.
 
 from __future__ import print_function
-import gast
+
 import collections
-import logging
+import gast
 import inspect
 import six
 import textwrap
 import threading
-import warnings
 import weakref
 
-import gast
 from paddle.fluid import framework
 from paddle.fluid import in_dygraph_mode
 from paddle.fluid.dygraph import layers
@@ -451,7 +449,7 @@ class StaticLayer(object):
                     format(self._function_spec))
         # If more than one programs have been cached, return the recent converted program by default.
         elif cached_program_len > 1:
-            logging.warning(
+            logging_utils.warn(
                 "Current {} has more than one cached programs: {}, the last traced progam will be return by default.".
                 format(self._function_spec, cached_program_len))
 
@@ -632,7 +630,7 @@ class ProgramCache(object):
             # Note: raise warnings if number of traced program is more than `max_tracing_count`
             current_tracing_count = len(self._caches)
             if current_tracing_count > MAX_TRACED_PROGRAM_COUNT:
-                logging.warning(
+                logging_utils.warn(
                     "Current traced program number: {} > `max_tracing_count`:{}. Too much cached programs will bring expensive overhead. "
                     "The reason may be: (1) passing tensors with different shapes, (2) passing python objects instead of tensors.".
                     format(current_tracing_count, MAX_TRACED_PROGRAM_COUNT))
@@ -804,8 +802,9 @@ class ProgramTranslator(object):
         assert callable(
             dygraph_func
         ), "Input dygraph_func is not a callable in ProgramTranslator.get_output"
+
         if not self.enable_to_static:
-            warnings.warn(
+            logging_utils.warn(
                 "The ProgramTranslator.get_output doesn't work when setting ProgramTranslator.enable to False. "
                 "We will just return dygraph output. "
                 "Please call ProgramTranslator.enable(True) if you would like to get static output."
@@ -879,8 +878,9 @@ class ProgramTranslator(object):
         assert callable(
             dygraph_func
         ), "Input dygraph_func is not a callable in ProgramTranslator.get_func"
+
         if not self.enable_to_static:
-            warnings.warn(
+            logging_utils.warn(
                 "The ProgramTranslator.get_func doesn't work when setting ProgramTranslator.enable to False. We will "
                 "just return dygraph output. Please call ProgramTranslator.enable(True) if you would like to get static output."
             )
@@ -933,8 +933,9 @@ class ProgramTranslator(object):
         assert callable(
             dygraph_func
         ), "Input dygraph_func is not a callable in ProgramTranslator.get_program"
+
         if not self.enable_to_static:
-            warnings.warn(
+            logging_utils.warn(
                 "The ProgramTranslator.get_program doesn't work when setting ProgramTranslator.enable to False."
                 "We will just return dygraph output. "
                 "Please call ProgramTranslator.enable(True) if you would like to get static output."

python/paddle/fluid/dygraph/jit.py

@@ -26,6 +26,7 @@ from paddle.fluid import core
 from paddle.fluid.compiler import BuildStrategy, CompiledProgram, ExecutionStrategy
 from paddle.fluid.data_feeder import check_type
 from paddle.fluid.dygraph.base import program_desc_tracing_guard, switch_to_static_graph
+from paddle.fluid.dygraph.dygraph_to_static import logging_utils
 from paddle.fluid.dygraph.dygraph_to_static.logging_utils import set_code_level, set_verbosity
 from paddle.fluid.dygraph.dygraph_to_static.program_translator import ProgramTranslator, StaticLayer, unwrap_decorators
 from paddle.fluid.dygraph.io import EXTRA_VAR_INFO_FILENAME, VARIABLE_FILENAME, TranslatedLayer
@@ -120,7 +121,7 @@ def _dygraph_to_static_func_(dygraph_func):
     def __impl__(*args, **kwargs):
         program_translator = ProgramTranslator()
         if in_dygraph_mode() or not program_translator.enable_to_static:
-            warnings.warn(
+            logging_utils.warn(
                 "The decorator 'dygraph_to_static_func' doesn't work in "
                 "dygraph mode or set ProgramTranslator.enable to False. "
                 "We will just return dygraph output.")
@@ -215,7 +216,7 @@ def declarative(function=None, input_spec=None):
         if isinstance(function, Layer):
             if isinstance(function.forward, StaticLayer):
                 class_name = function.__class__.__name__
-                warnings.warn(
+                logging_utils.warn(
                     "`{}.forward` has already been decorated somewhere. It will be redecorated to replace previous one.".
                     format(class_name))
             function.forward = decorated(function.forward)

python/paddle/fluid/tests/unittests/dygraph_to_static/test_logging_utils.py

@@ -56,8 +56,30 @@ class TestLoggingUtils(unittest.TestCase):
         with self.assertRaises(TypeError):
             paddle.jit.set_verbosity(3.3)
 
-    def test_code_level(self):
+    def test_also_to_stdout(self):
+        logging_utils._TRANSLATOR_LOGGER.need_to_echo_log_to_stdout = None
+        self.assertEqual(
+            logging_utils._TRANSLATOR_LOGGER.need_to_echo_log_to_stdout, False)
 
+        paddle.jit.set_verbosity(also_to_stdout=False)
+        self.assertEqual(
+            logging_utils._TRANSLATOR_LOGGER.need_to_echo_log_to_stdout, False)
+
+        logging_utils._TRANSLATOR_LOGGER.need_to_echo_node_to_stdout = None
+        self.assertEqual(
+            logging_utils._TRANSLATOR_LOGGER.need_to_echo_code_to_stdout, False)
+
+        paddle.jit.set_code_level(also_to_stdout=True)
+        self.assertEqual(
+            logging_utils._TRANSLATOR_LOGGER.need_to_echo_code_to_stdout, True)
+
+        with self.assertRaises(AssertionError):
+            paddle.jit.set_verbosity(also_to_stdout=1)
+
+        with self.assertRaises(AssertionError):
+            paddle.jit.set_code_level(also_to_stdout=1)
+
+    def test_set_code_level(self):
         paddle.jit.set_code_level(None)
         os.environ[logging_utils.CODE_LEVEL_ENV_NAME] = '2'
         self.assertEqual(logging_utils.get_code_level(), 2)
@@ -71,7 +93,25 @@ class TestLoggingUtils(unittest.TestCase):
         with self.assertRaises(TypeError):
             paddle.jit.set_code_level(3.3)
 
-    def test_log(self):
+    def test_log_api(self):
+        # test api for CI Converage
+        logging_utils.set_verbosity(1, True)
+
+        logging_utils.warn("warn")
+        logging_utils.error("error")
+
+        logging_utils.log(1, "log level 1")
+        logging_utils.log(2, "log level 2")
+
+        source_code = "x = 3"
+        ast_code = gast.parse(source_code)
+        logging_utils.set_code_level(1, True)
+        logging_utils.log_transformed_code(1, ast_code, "TestTransformer")
+        logging_utils.set_code_level(logging_utils.LOG_AllTransformer, True)
+        logging_utils.log_transformed_code(logging_utils.LOG_AllTransformer,
+                                           ast_code, "TestTransformer")
+
+    def test_log_message(self):
         stream = io.BytesIO() if six.PY2 else io.StringIO()
         log = self.translator_logger.logger
         stdout_handler = logging.StreamHandler(stream)
@@ -84,13 +124,14 @@ class TestLoggingUtils(unittest.TestCase):
 
         if six.PY3:
             with mock.patch.object(sys, 'stdout', stream):
+                logging_utils.set_verbosity(1, False)
                 logging_utils.warn(warn_msg)
                 logging_utils.error(error_msg)
-                self.translator_logger.verbosity_level = 1
                 logging_utils.log(1, log_msg_1)
                 logging_utils.log(2, log_msg_2)
 
-            result_msg = '\n'.join([warn_msg, error_msg, log_msg_1, ""])
+            result_msg = '\n'.join(
+                [warn_msg, error_msg, "(Level 1) " + log_msg_1, ""])
             self.assertEqual(result_msg, stream.getvalue())
 
     def test_log_transformed_code(self):