def test_it_keeps_the_total_sum_of_the_seen_threads_count_values(self):
        sample1 = Sample(stacks=[[Frame("frame1")]], seen_threads_count=56)
        sample2 = Sample(stacks=[[Frame("frame1")]], seen_threads_count=78)

        self.subject.add(sample1)
        self.subject.add(sample2)

        assert (self.subject.total_seen_threads_count == (56 + 78))
    def test_it_keeps_the_total_sum_of_the_attempted_sample_threads_count_values(
            self):
        sample1 = Sample(stacks=[[Frame("frame1")]],
                         attempted_sample_threads_count=12)
        sample2 = Sample(stacks=[[Frame("frame1")]],
                         attempted_sample_threads_count=34)

        self.subject.add(sample1)
        self.subject.add(sample2)

        assert (self.subject.total_attempted_sample_threads_count == (12 + 34))
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    def test_it_includes_correct_file_path_when_available_on_non_Windows_system(
            self):
        self.profile.add(
            Sample(stacks=[[
                Frame("bottom_with_path", file_path="path/file1.py"),
                Frame("middle_with_path", file_path="path/file2.py"),
                Frame("top_without_path")
            ]]))

        assert (self.decoded_json_result()["callgraph"]["children"]
                ["path.file1:bottom_with_path"] == {
                    "children": {
                        "path.file2:middle_with_path": {
                            "children": {
                                "top_without_path": {
                                    "counts": {
                                        "WALL_TIME": 1
                                    }
                                }
                            },
                            'file': 'path/file2.py'
                        }
                    },
                    'file': 'path/file1.py'
                })
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    def before(self):
        now_millis = int(time.time()) * 1000
        five_minutes_ago_millis = now_millis - (5 * 60 * 1000)
        sample = Sample(
            stacks=[[Frame(MY_PROFILING_GROUP_NAME_FOR_INTEG_TESTS)]],
            attempted_sample_threads_count=1,
            seen_threads_count=1)

        self.profile = Profile(MY_PROFILING_GROUP_NAME_FOR_INTEG_TESTS, 1.0,
                               1.0, five_minutes_ago_millis)
        # FIXME: Remove adding the end time manually below after feature fully support
        self.profile.end = now_millis
        self.profile.add(sample)

        self.environment = {
            "should_profile": True,
            "profiling_group_name": MY_PROFILING_GROUP_NAME_FOR_INTEG_TESTS,
            "aws_session": boto3.session.Session(),
            "reporting_interval": timedelta(minutes=13),
            "sampling_interval": timedelta(seconds=1),
            "minimum_time_reporting": timedelta(minutes=6),
            "max_stack_depth": 2345,
            "cpu_limit_percentage": 29,
            "agent_metadata": AgentMetadata(fleet_info=DefaultFleetInfo())
        }
        self.environment["codeguru_profiler_builder"] = CodeGuruClientBuilder(
            self.environment)
        self.agent_config = AgentConfiguration(
            should_profile=True,
            sampling_interval=self.environment["sampling_interval"],
            reporting_interval=self.environment["reporting_interval"],
            minimum_time_reporting=self.environment["minimum_time_reporting"],
            max_stack_depth=self.environment["max_stack_depth"],
            cpu_limit_percentage=self.environment["cpu_limit_percentage"])
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def example_profile():
    start_time = 1514764800000
    end_time = 1514772000000
    profile = Profile(profiling_group_name="TestProfilingGroupName",
                      sampling_interval_seconds=1.0,
                      host_weight=2,
                      start=start_time,
                      clock=lambda: 1514772000000)
    profile.add(
        Sample(
            stacks=[[Frame("bottom"),
                     Frame("middle"),
                     Frame("top")],
                    [Frame("bottom"),
                     Frame("middle"),
                     Frame("different_top")],
                    [Frame("bottom"), Frame("middle")]],
            attempted_sample_threads_count=10,
            seen_threads_count=15))
    profile.end = end_time
    profile.set_overhead_ms(timedelta(milliseconds=256))
    if platform.system() == "Windows":
        # In Windows, as time.process stays constant if no cpu time was used (https://bugs.python.org/issue37859), we
        # would need to manually override the cpu_time_seconds to ensure the test runs as expected
        profile.cpu_time_seconds = 0.123
    return profile
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    def test_it_includes_line_when_available(self):
        self.profile.add(
            Sample(stacks=[[
                Frame("bottom_with_line_no", line_no=123),
                Frame("middle_with_line_no", line_no=234),
                Frame("top_without_line_no")
            ],
                           [
                               Frame("bottom_with_line_no", line_no=123),
                               Frame("middle_with_line_no", line_no=345),
                               Frame("top_without_line_no")
                           ]]))

        assert (self.decoded_json_result()["callgraph"]["children"]
                ["bottom_with_line_no"] == {
                    "children": {
                        "middle_with_line_no": {
                            "children": {
                                "top_without_line_no": {
                                    "counts": {
                                        "WALL_TIME": 2
                                    }
                                }
                            },
                            "line": [234, 345]
                        }
                    },
                    "line": [123]
                })
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    def test_it_handles_unicode_escape_correctly_on_Windows(self):
        self.profile.add(
            Sample(stacks=[[
                Frame("bottom_with_path"),
                Frame("middle",
                      file_path="C:/User/ironman/path/xs.py",
                      class_name="ClassA"),
                Frame("top",
                      file_path="C:\\User\\ironman\\path\\xs.py",
                      class_name="ClassA")
            ]]))

        assert (self.decoded_json_result()["callgraph"]["children"]
                ["bottom_with_path"] == {
                    "children": {
                        "User.ironman.path.xs:ClassA:middle": {
                            "children": {
                                "User.ironman.path.xs:ClassA:top": {
                                    "file": "C:\\User\\ironman\\path\\xs.py",
                                    "counts": {
                                        "WALL_TIME": 1
                                    }
                                }
                            },
                            "file": "C:\\User\\ironman\\path\\xs.py"
                        }
                    }
                })
    def test_it_returns_the_average_thread_weight_for_the_samples_in_the_profile(
            self):
        sample = Sample(stacks=[[Frame("frame1")]],
                        attempted_sample_threads_count=10,
                        seen_threads_count=15)

        self.subject.add(sample)

        assert (self.subject.average_thread_weight() == 1.5)
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    def test_it_handles_unicode_escape_correctly_on_non_Windows_system(self):
        self.profile.add(
            Sample(stacks=[[
                Frame("bottom_with_path"),
                Frame("top",
                      file_path="C:\\User\\ironman\\path\\xs.py",
                      class_name="ClassA")
            ]]))

        assert (self.decoded_json_result()["callgraph"]["children"]
                ["bottom_with_path"] == {
                    "children": {
                        "C:\\User\\ironman\\path\\xs:ClassA:top": {
                            'file': 'C:\\User\\ironman\\path\\xs.py',
                            "counts": {
                                "WALL_TIME": 1
                            }
                        }
                    }
                })
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    def sample(self):
        """
        Samples stack traces of running threads (up to max_threads, and excluding excluded_threads) running in the
        current Python instance. Any exception encountered during sampling process will be propagated.
        """
        all_threads = self._get_all_threads()
        all_threads_count = len(all_threads)
        threads_to_sample = self._threads_to_sample_from(all_threads)
        threads_to_sample_count = len(threads_to_sample)

        stacks = self._get_stacks(
            threads_to_sample=threads_to_sample,
            excluded_threads=self._excluded_threads,
            max_depth=AgentConfiguration.get().max_stack_depth)

        # Memory usage optimization
        del all_threads
        del threads_to_sample

        return Sample(stacks=stacks,
                      attempted_sample_threads_count=threads_to_sample_count,
                      seen_threads_count=all_threads_count)
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    def test_it_includes_class_name_when_available(self):
        self.profile.add(
            Sample(stacks=[[
                Frame("bottom_with_path", class_name="ClassA"),
                Frame("middle_with_path", class_name="ClassB"),
                Frame("top_without_path")
            ]]))

        assert (self.decoded_json_result()["callgraph"]["children"]
                ["ClassA:bottom_with_path"] == {
                    "children": {
                        "ClassB:middle_with_path": {
                            "children": {
                                "top_without_path": {
                                    "counts": {
                                        "WALL_TIME": 1
                                    }
                                }
                            }
                        }
                    }
                })
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    def test_it_handles_unicode_frames_correctly(self):
        self.profile.add(
            Sample(stacks=[[
                Frame("unicode_bottom"),
                Frame(u"😉"),
                Frame(u"🙃")
            ]]))

        assert (self.decoded_json_result()["callgraph"]["children"]
                ["unicode_bottom"] == {
                    "children": {
                        u"😉": {
                            "children": {
                                u"🙃": {
                                    "counts": {
                                        "WALL_TIME": 1
                                    }
                                }
                            }
                        }
                    }
                })
 def before(self):
     super().before()
     self.mock_profile.get_memory_usage_bytes = MagicMock(
         return_value=DEFAULT_MEMORY_LIMIT_BYTES + 1)
     self.sample = Sample([["method1", "method2"]])
 def before(self):
     super().before()
     self.mock_profile.get_memory_usage_bytes = MagicMock(
         return_value=DEFAULT_MEMORY_LIMIT_BYTES + 1)
     self.sample = Sample([["method1", "method2"]])
     self.move_clock_to(INITIAL_MINIMUM_REPORTING_INTERVAL - ONE_SECOND)
 def test_add_stack_set_profile_end(self):
     self.subject.add(
         Sample(stacks=[[Frame("frame1")]],
                attempted_sample_threads_count=12))
     test_end_time = self.subject.start + 1000
     assert self.subject.end == test_end_time
    def test_add_stack(self, stacks, expected):
        sample = Sample(stacks=stacks)

        self.subject.add(sample)

        assert (_convert_profile_into_dict(self.subject) == expected)
 def before(self):
     super().before()
     self.mock_profile.get_memory_usage_bytes = MagicMock(
         return_value=DEFAULT_MEMORY_LIMIT_BYTES - 1)
     self.sample = Sample([["method1", "method2"]])
     self.move_clock_to(self.reporting_interval - ONE_SECOND)