Files
rocm-systems/tests/python-bindings/validate.py
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Madsen, Jonathan 14c2dc55ff [roctx] Python bindings for rocprofiler-sdk-roctx (#402)
* [roctx] Python bindings for rocprofiler-sdk-roctx

* Update CHANGELOG

---------

Co-authored-by: Jonathan R. Madsen <jonathanrmadsen@gmail.com>
2025-05-19 20:02:51 -05:00

116 γραμμές
3.5 KiB
Python

#!/usr/bin/env python3
import sys
import pytest
import re
import os
from collections import Counter
def test_agent_info(agent_info_input_data):
logical_node_id = max([int(itr["Logical_Node_Id"]) for itr in agent_info_input_data])
assert logical_node_id + 1 == len(agent_info_input_data)
for row in agent_info_input_data:
agent_type = row["Agent_Type"]
assert agent_type in ("CPU", "GPU")
if agent_type == "CPU":
assert int(row["Cpu_Cores_Count"]) > 0
assert int(row["Simd_Count"]) == 0
assert int(row["Max_Waves_Per_Simd"]) == 0
else:
assert int(row["Cpu_Cores_Count"]) == 0
assert int(row["Simd_Count"]) > 0
assert int(row["Max_Waves_Per_Simd"]) > 0
def extract_number(pattern, string):
match = re.match(pattern, string)
if match:
return int(match.group(1))
else:
raise ValueError(f"Pattern '{pattern}' not found in '{string}'.")
def find_key_with_substring(data, substring):
return next((k for k in data.keys() if substring in k), None)
def check_tot_data(tot_data):
iteration_msg = find_key_with_substring(tot_data, "iterations:")
assert tot_data[iteration_msg] == 1
num_iterations = extract_number(r"iterations: (\d+)", iteration_msg)
assert tot_data["main loop"] == num_iterations
if num_iterations > 0:
run_msg = find_key_with_substring(tot_data, "run")
if run_msg is not None:
value = extract_number(r"run\((\d+)\)", run_msg)
assert tot_data[f"run({value})"] == num_iterations
assert "fib" in tot_data.keys()
assert tot_data[f"fib(n={value})"] == num_iterations
for n in range(value, int(max([value / 2, value - 10]))):
assert f"fib(n={n})" in tot_data.keys()
assert tot_data[f"inefficient({value})"] == num_iterations
assert tot_data[f"sum"] == num_iterations
sum_msg = find_key_with_substring(tot_data, "sum(nelem=")
assert tot_data[sum_msg] == num_iterations
def test_marker_api_trace(marker_input_data):
functions = []
for row in marker_input_data:
assert row["Domain"] in [
"MARKER_CORE_API",
"MARKER_CONTROL_API",
"MARKER_NAME_API",
]
assert int(row["Process_Id"]) > 0
assert int(row["Thread_Id"]) == 0 or int(row["Thread_Id"]) >= int(
row["Process_Id"]
)
assert int(row["End_Timestamp"]) >= int(row["Start_Timestamp"])
functions.append(row["Function"])
check_tot_data(Counter(functions))
def test_marker_api_trace_json(json_data):
data = json_data["rocprofiler-sdk-tool"]
def get_kind_name(kind_id):
return data.strings.buffer_records[kind_id]["kind"]
valid_domain = ("MARKER_CORE_API", "MARKER_CONTROL_API", "MARKER_NAME_API")
marker_data = data.buffer_records.marker_api
for marker in marker_data:
assert get_kind_name(marker["kind"]) in valid_domain
assert marker["thread_id"] >= data["metadata"]["pid"]
assert marker["end_timestamp"] >= marker["start_timestamp"]
tot_data = Counter([m["value"] for m in data.strings.marker_api])
check_tot_data(tot_data)
def test_perfetto_data(pftrace_data, json_data):
import rocprofiler_sdk.tests.rocprofv3 as rocprofv3
rocprofv3.test_perfetto_data(
pftrace_data, json_data, ("hip", "hsa", "marker", "kernel", "memory_copy")
)
if __name__ == "__main__":
exit_code = pytest.main(["-x", __file__] + sys.argv[1:])
sys.exit(exit_code)