add cross stack profiler to profile super ernie

tools/CrossStackProfiler/CspChromeTraceFormatter.py

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+# Copyright (c) 2021 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.
+
+import argparse
+import json
+import six
+import sys
+import re
+import os
+import glob
+import unittest
+import pandas
+import tempfile
+import platform
+import pandas as pd
+
+
+class ChromeTraceFormatter(object):
+    def __init__(self):
+        self._events = []
+        self._metadata = []
+
+    def _create_event(self, ph, category, name, pid, tid, timestamp):
+        """Creates a new Chrome Trace event.
+
+        For details of the file format, see:
+        https://github.com/catapult-project/catapult/blob/master/tracing/README.md
+
+        Args:
+          ph:  The type of event - usually a single character.
+          category: The event category as a string.
+          name:  The event name as a string.
+          pid:  Identifier of the process generating this event as an integer.
+          tid:  Identifier of the thread generating this event as an integer.
+          timestamp:  The timestamp of this event as a long integer.
+
+        Returns:
+          A JSON compatible event object.
+        """
+        event = {}
+        event['ph'] = ph
+        event['cat'] = category
+        event['name'] = name
+        event['pid'] = pid
+        event['tid'] = tid
+        event['ts'] = timestamp
+        return event
+
+    def emit_pid(self, name, pid):
+        """Adds a process metadata event to the trace.
+
+        Args:
+          name:  The process name as a string.
+          pid:  Identifier of the process as an integer.
+        """
+        event = {}
+        event['name'] = 'process_name'
+        event['ph'] = 'M'
+        event['pid'] = pid
+        event['args'] = {'name': name}
+        self._metadata.append(event)
+
+    def emit_region(self, timestamp, duration, pid, tid, category, name, args):
+        """Adds a region event to the trace.
+
+        Args:
+          timestamp:  The start timestamp of this region as a long integer.
+          duration:  The duration of this region as a long integer.
+          pid:  Identifier of the process generating this event as an integer.
+          tid:  Identifier of the thread generating this event as an integer.
+          category: The event category as a string.
+          name:  The event name as a string.
+          args:  A JSON-compatible dictionary of event arguments.
+        """
+        event = self._create_event('X', category, name, pid, tid, timestamp)
+        event['dur'] = duration
+        event['args'] = args
+        self._events.append(event)
+
+    def emit_counter(self, category, name, pid, timestamp, counter, value):
+        """Emits a record for a single counter.
+
+        Args:
+            category: The event category as string
+            name: The event name as string
+            pid: Identifier of the process generating this event as integer
+            timestamp: The timestamps of this event as long integer
+            counter: Name of the counter as string
+            value: Value of the counter as integer
+            tid: Thread id of the allocation as integer
+        """
+        event = self._create_event('C', category, name, pid, 0, timestamp)
+        event['args'] = {counter: value}
+        self._events.append(event)
+
+    def format_to_string(self, pretty=False):
+        """Formats the chrome trace to a string.
+
+        Args:
+          pretty: (Optional.)  If True, produce human-readable JSON output.
+
+        Returns:
+          A JSON-formatted string in Chrome Trace format.
+        """
+        trace = {}
+        trace['traceEvents'] = self._metadata + self._events
+        if pretty:
+            return json.dumps(trace, indent=4, separators=(',', ': '))
+        else:
+            return json.dumps(trace, separators=(',', ':'))
+
+    def clear(self):
+        self._events = []
+        self._metadata = []
+
+
+if __name__ == "__main__":
+    pass