Complete basic callback duration processing

This commit is contained in:
Christophe Bedard 2019-06-06 09:22:38 +02:00
parent 7e99bcb0ab
commit 02f5eb339a
4 changed files with 52 additions and 18 deletions

View file

@ -1,7 +1,7 @@
# Model objects for LTTng traces/events
def get_field(event, field_name, default=None):
return event.get(field_name, d=default)
return event.get(field_name, default)
def get_name(event):
return get_field(event, '_name')

View file

@ -6,11 +6,11 @@ def ros_process(events):
"""
Process unpickled events and create ROS model
:param events (list(dict(str:str:))): the list of events
:return the processor object
"""
processor = RosProcessor()
for event in events:
print(f'event: {str(event)}')
processor.handle(event)
processor.process_events(events)
return processor
class RosProcessor():
"""
@ -19,7 +19,10 @@ class RosProcessor():
"""
def __init__(self):
# TODO add other stuff
self.callbacks = []
# Instances of callback_start for eventual matching
self._callback_starts = {}
# Callback instances, callback_address: end - start
self.callbacks_instances = {}
# Link a ROS trace event to its corresponding handling method
self._handler_map = {
@ -28,13 +31,17 @@ class RosProcessor():
'ros2:rclcpp_subscription_callback_start': self._handle_subscription_callback_start,
'ros2:rclcpp_subscription_callback_end': self._handle_subscription_callback_end,
}
def handle(self, event):
def process_events(self, events):
"""
Handle an event
:param event (dict(str:str)): the event to handle
Process events
:param events (list(dict(str:str))): the events to process
"""
handler_function = self._handler_map.get(get_name(event), d=None)
for event in events:
self._handle(event)
def _handle(self, event):
handler_function = self._handler_map.get(get_name(event), None)
if handler_function is not None:
name = get_name(event)
pid = get_field(event, 'vpid', default=get_field(event, 'pid'))
@ -49,13 +56,17 @@ class RosProcessor():
pass
def _handle_subscription_callback_added(self, event, metadata):
# TODO
pass
# Add the callback address key and create an empty list
callback_addr = get_field(event, 'callback')
self.callbacks_instances[callback_addr] = []
def _handle_subscription_callback_start(self, event, metadata):
# TODO
pass
callback_addr = get_field(event, 'callback')
self._callback_starts[callback_addr] = metadata.timestamp
def _handle_subscription_callback_end(self, event, metadata):
# TODO
pass
callback_addr = get_field(event, 'callback')
start_timestamp = self._callback_starts.pop(callback_addr, None)
if start_timestamp is not None:
duration = metadata.timestamp - start_timestamp
self.callbacks_instances[callback_addr].append(duration)

17
analysis/to_pandas.py Normal file
View file

@ -0,0 +1,17 @@
# Convert processor object to pandas dataframe
import pandas as pd
from .ros_processor import RosProcessor
def callback_durations_to_df(ros_processor):
callback_addresses = []
durations = []
for addr in ros_processor.callbacks_instances:
for d in ros_processor.callbacks_instances[addr]:
callback_addresses.append(addr)
durations.append(d)
return pd.DataFrame(data={
'callback_address': callback_addresses,
'duration': durations,
})

View file

@ -3,7 +3,9 @@
import sys
import pickle
from tracetools_analysis.analysis.ros import *
import pandas as pd
from tracetools_analysis.analysis.ros_processor import *
from tracetools_analysis.analysis.to_pandas import *
def main(argv=sys.argv):
if len(argv) != 2:
@ -14,7 +16,11 @@ def main(argv=sys.argv):
with open(pickle_filename, 'rb') as f:
events = _get_events_from_pickled_file(f)
print(f'imported {len(events)} events')
ros_process(events)
processor = ros_process(events)
df = callback_durations_to_df(processor)
print(df.to_string())
def _get_events_from_pickled_file(file):
p = pickle.Unpickler(file)