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How to use get_profilers method in autotest

Best Python code snippet using autotest_python

plot_tabulate_results.py

...8    parser.add_argument("-o,--output-file", dest="output_file",9                        default="", help="name to save plot with")10    args = parser.parse_args()11    return (args.data_file, args.output_file)12def get_profilers(column_names):13    potnl_cols = ['dim', 'E', 'alpha']14    profiler_cols = [c for c in column_names if c not in potnl_cols]15    if len(profiler_cols) % 3 != 0:16        raise IOError("invalid data column format")17    return [p[:p.find("_action")] for p in profiler_cols[::3]]18def get_profiler_data(profiler, dim, E, data):19    dim_data = data["dim"]20    E_data = data["E"]21    action_data = data[profiler + "_action"]22    timing_data = data[profiler + "_timems"]23    error_data = data[profiler + "_error"]24    profiler_data = {"action": action_data[(dim_data == dim) & (E_data == E)],25                     "timing": timing_data[(dim_data == dim) & (E_data == E)],26                     "error": error_data[(dim_data == dim) & (E_data == E)]27                    }28    return profiler_data29def read_data(data_file):30    data = np.genfromtxt(data_file, names=True)31    cols = [c for c in data.dtype.fields]32    if "dim" not in cols:33        raise IOError("missing dimension column")34    dim = np.unique(data["dim"])[0]35    if "E" not in cols:36        raise IOError("missing E parameter column")37    E = np.unique(data["E"])[0]38    if "alpha" not in cols:39        raise IOError("missing alpha parameter column")40    alpha_data = data["alpha"]41    profilers = get_profilers(cols)42    profilers_data = {}43    for p in profilers:44        profilers_data[p] = get_profiler_data(p, dim, E, data)45    return (dim, E, alpha_data, profilers_data)46def plot_action(axis, alpha_values, profilers_data):47    for p in profilers_data:48        error_data = profilers_data[p]["error"]49        valid_alpha_values = alpha_values[error_data == 0]50        valid_action_data = profilers_data[p]["action"][error_data == 0]51        axis.semilogy(valid_alpha_values, valid_action_data, label=p)52    axis.set_ylabel("Action")53    axis.legend(numpoints=1)54    axis.grid()55def plot_timings(axis, alpha_values, profilers_data):...

init.py

Source: init.py

...25    module = importlib.import_module(f'profilers.{dest.name}')26    profile = getattr(module, "profile")27    with profile(dest, fn_name, ts):28        fn()29def get_profilers():30    import profilers31    import os32    for module in pkgutil.iter_modules([os.path.dirname(profilers.__file__)]):33        if module.name != "init":34            yield module.name35def main():36    import sys, os37    os.environ["XONSH_NO_AMALGAMATE"] = "1"38    args = sys.argv[1:]39    if not args:  # just the file name40        import subprocess as sp41        for typ in get_profilers():42            ts = get_timestamp()43            if branch := get_vcs_mark():44                ts = branch45            dest = Path(__file__).parent.parent / "results" / typ46            dest.mkdir(parents=True, exist_ok=True)47            for fn in ["script_echo", "shell_rl", "shell_ptk"]:48                # run as subprocess so that will not interfere each other functions49                args = [sys.executable, __file__, fn, str(dest), ts]50                print(f"Running {args}")51                sp.run(args, env=os.environ)52    else:53        bench(args[0], Path(args[1]), args[2])54if __name__ == "__main__":55    main()

worker.py

Source: worker.py

1###############################################################################2#3# Crossbar.io Master4# Copyright (c) Crossbar.io Technologies GmbH. Licensed under EUPLv1.2.5#6###############################################################################7from crossbar.master.api.remote import RemoteApi8__all__ = ('RemoteWorkerApi', )9class RemoteWorkerApi(RemoteApi):10    PREFIX = u'crossbarfabriccenter.remote.worker.'11    PROCS = {12        # these are worker level procedures13        u'worker': [14            u'shutdown',15            u'get_status',16            u'get_pythonpath',17            u'add_pythonpath',18            u'get_cpu_affinity',19            u'set_cpu_affinity',20            u'get_profilers',21            u'start_profiler',22            u'get_profile',23            u'get_process_info',24            u'get_process_stats',25            u'set_process_stats_monitoring',26        ],27    }28    EVENTS = {29        # these are worker level topics30        u'worker': [31            u'on_worker_log',32            u'on_profile_started',33            u'on_profile_finished',34        ]...

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