# Copyright 2015-2017 ARM Limited # # 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 matplotlib import os import pandas as pd import re import shutil import subprocess import tempfile import time import unittest from test_thermal import BaseTestThermal import trappy import utils_tests class TestFTrace(BaseTestThermal): def __init__(self, *args, **kwargs): super(TestFTrace, self).__init__(*args, **kwargs) self.map_label = {"00000000,00000006": "A57", "00000000,00000039": "A53"} def test_ftrace_has_all_classes(self): """The FTrace() class has members for all classes""" trace = trappy.FTrace() for attr in trace.class_definitions.iterkeys(): self.assertTrue(hasattr(trace, attr)) def test_ftrace_has_all_classes_scope_all(self): """The FTrace() class has members for all classes with scope=all""" trace = trappy.FTrace(scope="all") for attr in trace.class_definitions.iterkeys(): self.assertTrue(hasattr(trace, attr)) def test_ftrace_has_all_classes_scope_thermal(self): """The FTrace() class has only members for thermal classes with scope=thermal""" trace = trappy.FTrace(scope="thermal") for attr in trace.thermal_classes.iterkeys(): self.assertTrue(hasattr(trace, attr)) for attr in trace.sched_classes.iterkeys(): self.assertFalse(hasattr(trace, attr)) def test_ftrace_has_all_classes_scope_sched(self): """The FTrace() class has only members for sched classes with scope=sched""" trace = trappy.FTrace(scope="sched") for attr in trace.thermal_classes.iterkeys(): self.assertFalse(hasattr(trace, attr)) for attr in trace.sched_classes.iterkeys(): self.assertTrue(hasattr(trace, attr)) def test_ftrace_has_no_classes_scope_dynamic(self): """The FTrace() class has only dynamically registered classes with scope=custom""" trace = trappy.FTrace(scope="custom") for attr in trace.thermal_classes.iterkeys(): self.assertFalse(hasattr(trace, attr)) for attr in trace.sched_classes.iterkeys(): self.assertFalse(hasattr(trace, attr)) ftrace_parser = trappy.register_dynamic_ftrace("ADynamicEvent", "a_dynamic_event") trace = trappy.FTrace(scope="custom") self.assertTrue(hasattr(trace, "a_dynamic_event")) trappy.unregister_dynamic_ftrace(ftrace_parser) def test_ftrace_doesnt_overwrite_parsed_event(self): """FTrace().add_parsed_event() should not override an event that's already present""" trace = trappy.FTrace() dfr = pd.DataFrame({"temp": [45000, 46724, 45520]}, index=pd.Series([1.020, 1.342, 1.451], name="Time")) with self.assertRaises(ValueError): trace.add_parsed_event("sched_switch", dfr) def test_fail_if_no_trace_dat(self): """Raise an IOError with the path if there's no trace.dat and trace.txt""" os.remove("trace.txt") self.assertRaises(IOError, trappy.FTrace) cwd = os.getcwd() try: trappy.FTrace(cwd) except IOError as exception: pass self.assertTrue(cwd in str(exception)) def test_other_directory(self): """FTrace() can grab the trace.dat from other directories""" other_random_dir = tempfile.mkdtemp() os.chdir(other_random_dir) dfr = trappy.FTrace(self.out_dir).thermal.data_frame self.assertTrue(len(dfr) > 0) self.assertEquals(os.getcwd(), other_random_dir) def test_ftrace_arbitrary_trace_txt(self): """FTrace() works if the trace is called something other than trace.txt""" arbitrary_trace_name = "my_trace.txt" shutil.move("trace.txt", arbitrary_trace_name) dfr = trappy.FTrace(arbitrary_trace_name).thermal.data_frame self.assertTrue(len(dfr) > 0) self.assertFalse(os.path.exists("trace.txt")) # As there is no raw trace requested. The mytrace.raw.txt # Should not have been generated self.assertFalse(os.path.exists("mytrace.raw.txt")) def test_ftrace_autonormalize_time(self): """FTrace() normalizes by default""" trace = trappy.FTrace() self.assertEquals(round(trace.thermal.data_frame.index[0], 7), 0) def test_ftrace_dont_normalize_time(self): """FTrace() doesn't normalize if asked not to""" trace = trappy.FTrace(normalize_time=False) self.assertNotEquals(round(trace.thermal.data_frame.index[0], 7), 0) def test_ftrace_basetime(self): """Test that basetime calculation is correct""" trace = trappy.FTrace(normalize_time=False) basetime = trace.thermal.data_frame.index[0] self.assertEqual(trace.basetime, basetime) def test_ftrace_duration(self): """Test get_duration: normalize_time=False""" trace = trappy.FTrace(normalize_time=True) duration = trace.thermal_governor.data_frame.index[-1] - trace.thermal.data_frame.index[0] self.assertEqual(trace.get_duration(), duration) def test_ftrace_duration_not_normalized(self): """Test get_duration: normalize_time=True""" trace = trappy.FTrace(normalize_time=False) duration = trace.thermal_governor.data_frame.index[-1] - trace.thermal.data_frame.index[0] self.assertEqual(trace.get_duration(), duration) def test_ftrace_normalize_time(self): """FTrace().normalize_time() works accross all classes""" trace = trappy.FTrace(normalize_time=False) prev_inpower_basetime = trace.cpu_in_power.data_frame.index[0] prev_inpower_last = trace.cpu_in_power.data_frame.index[-1] trace.normalize_time() self.assertEquals(round(trace.thermal.data_frame.index[0], 7), 0) exp_inpower_first = prev_inpower_basetime - trace.basetime self.assertEquals(round(trace.cpu_in_power.data_frame.index[0] - exp_inpower_first, 7), 0) exp_inpower_last = prev_inpower_last - trace.basetime self.assertEquals(round(trace.cpu_in_power.data_frame.index[-1] - exp_inpower_last, 7), 0) def test_ftrace_accepts_events(self): """The FTrace class accepts an events parameter with only the parameters interesting for a trace""" trace = trappy.FTrace(scope="custom", events=["cdev_update"]) self.assertGreater(len(trace.cdev_update.data_frame), 1) # If you specify events as a string by mistake, trappy does the right thing trace = trappy.FTrace(scope="custom", events="foo") self.assertTrue(hasattr(trace, "foo")) def test_ftrace_already_registered_events_are_not_registered_again(self): """FTrace(events="foo") uses class for foo if it is a known class for trappy""" events = ["sched_switch", "sched_load_avg_sg"] trace = trappy.FTrace(scope="custom", events=events) self.assertTrue(trace.sched_switch.parse_raw) self.assertEquals(trace.sched_load_avg_sg.pivot, "cpus") def test_get_all_freqs_data(self): """Test get_all_freqs_data()""" allfreqs = trappy.FTrace().get_all_freqs_data(self.map_label) self.assertEquals(allfreqs[1][1]["A53_freq_out"].iloc[3], 850) self.assertEquals(allfreqs[1][1]["A53_freq_in"].iloc[1], 850) self.assertEquals(allfreqs[0][1]["A57_freq_out"].iloc[2], 1100) self.assertTrue("gpu_freq_in" in allfreqs[2][1].columns) # Make sure there are no NaNs in the middle of the array self.assertTrue(allfreqs[0][1]["A57_freq_in"].notnull().all()) def test_plot_freq_hists(self): """Test that plot_freq_hists() doesn't bomb""" trace = trappy.FTrace() _, axis = matplotlib.pyplot.subplots(nrows=2) trace.plot_freq_hists(self.map_label, axis) matplotlib.pyplot.close('all') def test_plot_load(self): """Test that plot_load() doesn't explode""" trace = trappy.FTrace() trace.plot_load(self.map_label, title="Util") _, ax = matplotlib.pyplot.subplots() trace.plot_load(self.map_label, ax=ax) def test_plot_normalized_load(self): """Test that plot_normalized_load() doesn't explode""" trace = trappy.FTrace() _, ax = matplotlib.pyplot.subplots() trace.plot_normalized_load(self.map_label, ax=ax) def test_plot_allfreqs(self): """Test that plot_allfreqs() doesn't bomb""" trace = trappy.FTrace() trace.plot_allfreqs(self.map_label) matplotlib.pyplot.close('all') _, axis = matplotlib.pyplot.subplots(nrows=2) trace.plot_allfreqs(self.map_label, ax=axis) matplotlib.pyplot.close('all') def test_plot_allfreqs_with_one_actor(self): """Check that plot_allfreqs() works with one actor""" in_data = """ kworker/4:1-397 [004] 720.741349: thermal_power_cpu_get: cpus=00000000,00000006 freq=1400000 raw_cpu_power=189 load={23, 12} power=14 kworker/4:1-397 [004] 720.741679: thermal_power_cpu_limit: cpus=00000000,00000006 freq=1400000 cdev_state=1 power=14""" with open("trace.txt", "w") as fout: fout.write(in_data) trace = trappy.FTrace() map_label = {"00000000,00000006": "A57"} _, axis = matplotlib.pyplot.subplots(nrows=1) trace.plot_allfreqs(map_label, ax=[axis]) matplotlib.pyplot.close('all') def test_trace_metadata(self): """Test if metadata gets populated correctly""" expected_metadata = {} expected_metadata["version"] = "6" expected_metadata["cpus"] = "6" trace = trappy.FTrace() for key, value in expected_metadata.items(): self.assertTrue(hasattr(trace, "_" + key)) self.assertEquals(getattr(trace, "_" + key), value) def test_missing_metadata(self): """Test if trappy.FTrace() works with a trace missing metadata info""" lines = [] with open("trace.txt", "r") as fil: lines += fil.readlines() lines = lines[7:] fil.close() with open("trace.txt", "w") as fil: fil.write("".join(lines)) fil.close() trace = trappy.FTrace() self.assertEquals(trace._cpus, None) self.assertEquals(trace._version, None) self.assertTrue(len(trace.thermal.data_frame) > 0) def test_ftrace_accepts_window(self): """FTrace class accepts a window parameter""" trace = trappy.FTrace(window=(1.234726, 5.334726)) self.assertEquals(trace.thermal.data_frame.iloc[0]["temp"], 68989) self.assertEquals(trace.thermal.data_frame.iloc[-1]["temp"], 69530) def test_ftrace_accepts_abs_window(self): """FTrace class accepts an abs_window parameter""" trace = trappy.FTrace(abs_window=(1585, 1589.1)) self.assertEquals(trace.thermal.data_frame.iloc[0]["temp"], 68989) self.assertEquals(trace.thermal.data_frame.iloc[-1]["temp"], 69530) @unittest.skipUnless(utils_tests.trace_cmd_installed(), "trace-cmd not installed") class TestFTraceRawDat(utils_tests.SetupDirectory): def __init__(self, *args, **kwargs): super(TestFTraceRawDat, self).__init__( [("raw_trace.dat", "trace.dat")], *args, **kwargs) def test_raw_dat(self): """Tests an event that relies on raw parsing""" trace = trappy.FTrace() self.assertTrue(hasattr(trace, "sched_switch")) self.assertTrue(len(trace.sched_switch.data_frame) > 0) self.assertTrue("prev_comm" in trace.sched_switch.data_frame.columns) def test_raw_dat_arb_name(self): """Tests an event that relies on raw parsing with arbitrary .dat file name""" arbitrary_name = "my_trace.dat" shutil.move("trace.dat", arbitrary_name) trace = trappy.FTrace(arbitrary_name) self.assertTrue(os.path.isfile("my_trace.raw.txt")) self.assertTrue(hasattr(trace, "sched_switch")) self.assertTrue(len(trace.sched_switch.data_frame) > 0) def test_raw_created_if_dat_and_txt_exist(self): """trace.raw.txt is created when both trace.dat and trace.txt exist""" # Create the trace.txt cmd = ["trace-cmd", "report", "trace.dat"] with open(os.devnull) as devnull: out = subprocess.check_output(cmd, stderr=devnull) with open("trace.txt", "w") as fout: fout.write(out) # Now check that the raw trace is created and analyzed when creating the trace trace = trappy.FTrace() self.assertTrue(hasattr(trace, "sched_switch")) self.assertTrue(len(trace.sched_switch.data_frame) > 0) self.assertTrue("prev_comm" in trace.sched_switch.data_frame.columns) class TestFTraceRawBothTxt(utils_tests.SetupDirectory): def __init__(self, *args, **kwargs): super(TestFTraceRawBothTxt, self).__init__( [("raw_trace.txt", "trace.txt"), ("raw_trace.raw.txt", "trace.raw.txt")], *args, **kwargs) def test_both_txt_files(self): """test raw parsing for txt files""" self.assertFalse(os.path.isfile("trace.dat")) trace = trappy.FTrace() self.assertTrue(hasattr(trace, "sched_switch")) self.assertTrue(len(trace.sched_switch.data_frame) > 0) def test_both_txt_arb_name(self): """Test raw parsing for txt files arbitrary name""" arbitrary_name = "my_trace.txt" arbitrary_name_raw = "my_trace.raw.txt" shutil.move("trace.txt", arbitrary_name) shutil.move("trace.raw.txt", arbitrary_name_raw) trace = trappy.FTrace(arbitrary_name) self.assertTrue(hasattr(trace, "sched_switch")) self.assertTrue(len(trace.sched_switch.data_frame) > 0) class TestFTraceSched(utils_tests.SetupDirectory): """Tests using a trace with only sched info and no (or partial) thermal""" def __init__(self, *args, **kwargs): super(TestFTraceSched, self).__init__( [("trace_empty.txt", "trace.txt")], *args, **kwargs) def test_ftrace_basetime_empty(self): """Test that basetime is 0 if data frame of all data objects is empty""" trace = trappy.FTrace(normalize_time=False) self.assertEqual(trace.basetime, 0) def test_ftrace_unique_but_no_fields(self): """Test with a matching unique but no special fields""" version_parser = trappy.register_dynamic_ftrace("Version", "version") with self.assertRaises(ValueError): trappy.FTrace(scope="custom") trappy.unregister_dynamic_ftrace(version_parser) def test_ftrace_normalize_some_tracepoints(self): """Test that normalizing time works if not all the tracepoints are in the trace""" with open("trace.txt", "a") as fil: fil.write(" kworker/4:1-1219 [004] 508.424826: thermal_temperature: thermal_zone=exynos-therm id=0 temp_prev=24000 temp=24000") trace = trappy.FTrace() self.assertEqual(trace.thermal.data_frame.index[0], 0) @unittest.skipUnless(utils_tests.trace_cmd_installed(), "trace-cmd not installed") class TestTraceDat(utils_tests.SetupDirectory): """Test that trace.dat handling work""" def __init__(self, *args, **kwargs): super(TestTraceDat, self).__init__( [("trace.dat", "trace.dat")], *args, **kwargs) def assert_thermal_in_trace(self, fname): """Assert that the thermal event is in the trace fname is the trace file, usually "trace.txt" or "trace.raw.txt" """ found = False with open(fname) as fin: for line in fin: if re.search("thermal", line): found = True break self.assertTrue(found) def test_do_txt_if_not_there(self): """Create trace.txt if it's not there""" self.assertFalse(os.path.isfile("trace.txt")) trappy.FTrace() self.assert_thermal_in_trace("trace.txt") def test_do_raw_txt_if_not_there(self): """Create trace.raw.txt if it's not there""" self.assertFalse(os.path.isfile("trace.raw.txt")) trappy.FTrace() self.assert_thermal_in_trace("trace.raw.txt") def test_ftrace_arbitrary_trace_dat(self): """FTrace() works if asked to parse a binary trace with a filename other than trace.dat""" arbitrary_trace_name = "my_trace.dat" shutil.move("trace.dat", arbitrary_trace_name) dfr = trappy.FTrace(arbitrary_trace_name).thermal.data_frame self.assertTrue(os.path.exists("my_trace.txt")) self.assertTrue(os.path.exists("my_trace.raw.txt")) self.assertTrue(len(dfr) > 0) self.assertFalse(os.path.exists("trace.dat")) self.assertFalse(os.path.exists("trace.txt")) self.assertFalse(os.path.exists("trace.raw.txt")) def test_regenerate_txt_if_outdated(self): """Regenerate the trace.txt if it's older than the trace.dat""" trappy.FTrace() # Empty the trace.txt with open("trace.txt", "w") as fout: fout.write("") # Set access and modified time of trace.txt to 10 seconds ago now = time.time() os.utime("trace.txt", (now - 10, now - 10)) # touch trace.dat os.utime("trace.dat", None) trappy.FTrace() self.assert_thermal_in_trace("trace.txt")