Profiler

MemoryProfiler

class golem.utilities.profiler.memory_profiler.MemoryProfiler(function, path: str, args=None, kwargs=None, roots=None, max_depth: int = 7, visualization=False)

Bases: object

Visual interpretation of memory usage. Create two png files.

Parameters

• function – function to profile.

• path – path to save profiling result.

• args (list) – arguments for function in array format.

• kwargs (dict) – arguments for function in dictionary format.

• roots (list) – array with classes used as ROOT nodes in the call-graph.

• max_depth (int) – maximum depth of graph.

TimeProfiler

class golem.utilities.profiler.time_profiler.TimeProfiler

Bases: object

Profile code and visual interpret results of it

_generate_pstats(path: str)

Aggregate profiler statistics and create output.pstats from Profiler

Parameters

path – path to save results

profile(path: str, node_percent: float = 0.5, edge_percent: float = 0.1, open_web: bool = False)

Method to convert the statistics from profiler to visual representation

Parameters

• spath – path to save profiling result

• node_percent – eliminate nodes below this threshold [default: 0.5]

• edge_percent – eliminate edges below this threshold [default: 0.1]

• open_web – boolean parametr to open web-interface