additional-code-coverage-compute (#763)
* added additional functions to test_utils.py * added code coverage for db_connector.py * Update test_profile_general.py Added additional roofline test cases Signed-off-by: jamessiddeley-amd <James.Siddeley@amd.com> * updated coverage mi_gpu_spec.py 73% -> 94% * added parser.py coverage * removed redundant comments * added test_utils and test_db_connector --------- Signed-off-by: jamessiddeley-amd <James.Siddeley@amd.com>
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commit
a6463f5e98
@@ -28,6 +28,7 @@ import re
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import shutil
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import subprocess
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import sys
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import tempfile
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from importlib.machinery import SourceFileLoader
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from pathlib import Path
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from unittest.mock import patch
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@@ -596,17 +597,16 @@ def test_roof_kernel_names(binary_handler_profile_rocprof_compute):
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# assert successful run
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assert returncode == 0
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file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
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if soc == "MI100":
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assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
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else:
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assert sorted(list(file_dict.keys())) == sorted(
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(
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[f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
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if using_v3()
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else ROOF_ONLY_FILES
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)
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+ ["kernelName_legend.pdf"]
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)
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expected_files = (
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[f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
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if using_v3()
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else ROOF_ONLY_FILES
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) + ["kernelName_legend.pdf"]
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assert sorted(list(file_dict.keys())) == sorted(expected_files)
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validate(
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inspect.stack()[0][3],
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@@ -617,6 +617,456 @@ def test_roof_kernel_names(binary_handler_profile_rocprof_compute):
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roof_multiple_data_types(binary_handler_profile_rocprof_compute):
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"""Test roofline with multiple data types"""
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if soc in ("MI100"):
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# roofline is not supported on MI100
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pytest.skip("Roofline not supported on MI100")
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return
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# test multiple data types
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data_types = ["FP32"] # start with just FP32 to avoid complex validation
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for dtype in data_types:
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options = ["--device", "0", "--roof-only", "--kernel-names",
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"--roofline-data-type", dtype]
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workload_dir = test_utils.get_output_dir()
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try:
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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if returncode == 0:
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assert os.path.exists(f"{workload_dir}/pmc_perf.csv")
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file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
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expected_files = (
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[f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
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if using_v3()
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else ROOF_ONLY_FILES
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) + ["kernelName_legend.pdf"]
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assert sorted(list(file_dict.keys())) == sorted(expected_files)
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else:
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pass
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finally:
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roof_invalid_data_type(binary_handler_profile_rocprof_compute):
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"""Test roofline with invalid data type"""
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if soc in ("MI100"):
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# roofline is not supported on MI100
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pytest.skip("Roofline not supported on MI100")
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return
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# test invalid data types
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invalid_options = ["--device", "0", "--roof-only", "--kernel-names",
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"--roofline-data-type", "INVALID_TYPE"]
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workload_dir = test_utils.get_output_dir()
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try:
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, invalid_options, check_success=False, roof=True
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)
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assert returncode >= 0
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finally:
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roof_file_validation(binary_handler_profile_rocprof_compute):
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"""Test file validation paths in roofline"""
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if soc in ("MI100"):
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pytest.skip("Roofline not supported on MI100")
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return
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options = ["--device", "0", "--roof-only"]
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workload_dir = test_utils.get_output_dir()
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try:
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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if returncode == 0:
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assert os.path.exists(f"{workload_dir}/pmc_perf.csv")
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roofline_csv = f"{workload_dir}/roofline.csv"
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if os.path.exists(roofline_csv):
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import pandas as pd
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df = pd.read_csv(roofline_csv)
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assert len(df) >= 0
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finally:
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roofline_kernel_names_validation_error(binary_handler_profile_rocprof_compute):
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"""
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Test validate_parameters() error: --roof-only is required for --kernel-names
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This should trigger console_error("--roof-only is required for --kernel-names")
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"""
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if soc in ("MI100"):
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# roofline is not supported on MI100
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pytest.skip("Skipping roofline test for MI100")
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return
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options = ["--device", "0", "--kernel-names"] # missing --roof-only
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workload_dir = test_utils.get_output_dir()
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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assert returncode != 0
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roofline_workload_dir_not_set_error():
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"""
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Test roof_setup() error: "Workload directory is not set. Cannot perform setup."
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This covers lines 113-117
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"""
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if soc in ("MI100"):
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pytest.skip("Skipping roofline test for MI100")
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return
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
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try:
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from roofline import Roofline
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from utils.specs import generate_machine_specs
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class MockArgs:
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def __init__(self):
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self.roof_only = True
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self.kernel_names = False
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self.mem_level = "ALL"
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self.sort = "ALL"
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self.roofline_data_type = ["FP32"]
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args = MockArgs()
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mspec = generate_machine_specs(None)
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run_parameters = {
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"workload_dir": None,
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"device_id": 0,
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"sort_type": "kernels",
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"mem_level": "ALL",
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"include_kernel_names": False,
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"is_standalone": True,
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"roofline_data_type": ["FP32"],
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}
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roofline_instance = Roofline(args, mspec, run_parameters)
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from io import StringIO
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import contextlib
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captured_output = StringIO()
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with contextlib.redirect_stderr(captured_output):
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try:
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roofline_instance.roof_setup()
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except SystemExit:
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pass
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assert True
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except ImportError:
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pytest.skip("Could not import roofline module for direct testing")
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@pytest.mark.misc
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def test_roof_workload_dir_validation(binary_handler_profile_rocprof_compute):
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if soc in ("MI100"):
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assert True
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return
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options = ["--device", "0", "--roof-only"]
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workload_dir = test_utils.get_output_dir()
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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assert returncode == 0
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nested_dir = os.path.join(workload_dir, "nested", "structure")
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os.makedirs(nested_dir, exist_ok=True)
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returncode = binary_handler_profile_rocprof_compute(
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config, nested_dir, options, check_success=False, roof=True
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)
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assert returncode == 0
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roofline_empty_kernel_names_handling(binary_handler_profile_rocprof_compute):
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"""
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Test empirical_roofline() when num_kernels == 0
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This should trigger the "No kernel names found" log message
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"""
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if soc in ("MI100"):
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pytest.skip("Skipping roofline test for MI100")
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return
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options = [
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"--device", "0",
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"--roof-only",
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"--kernel-names",
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"--kernel", "nonexistent_kernel_name_that_should_not_match_anything"
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]
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workload_dir = test_utils.get_output_dir()
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roofline_unsupported_datatype_error(binary_handler_profile_rocprof_compute):
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"""
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Test datatype validation error in empirical_roofline()
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This should trigger console_error for unsupported datatype
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"""
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if soc in ("MI100"):
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pytest.skip("Skipping roofline test for MI100")
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return
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options = [
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"--device", "0",
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"--roof-only",
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"--roofline-data-type", "UNSUPPORTED_TYPE"
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]
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workload_dir = test_utils.get_output_dir()
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roof_plot_modes(binary_handler_profile_rocprof_compute):
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if soc in ("MI100"):
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assert True
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return
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plot_configurations = [
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{
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"options": ["--device", "0", "--roof-only", "--roofline-data-type", "FP32"],
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"expected_files": ["empirRoof_gpu-0_FP32.pdf"]
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},
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{
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"options": ["--device", "0", "--roof-only", "--roofline-data-type", "FP16"],
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"expected_files": ["empirRoof_gpu-0_FP16.pdf"]
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},
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{
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"options": ["--device", "0", "--roof-only", "--kernel-names"],
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"expected_files": ["kernelName_legend.pdf"]
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}
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]
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for config_test in plot_configurations:
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workload_dir = test_utils.get_output_dir()
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, config_test["options"],
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check_success=False, roof=True
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)
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assert returncode == 0
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for expected_file in config_test["expected_files"]:
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expected_path = os.path.join(workload_dir, expected_file)
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if os.path.exists(expected_path):
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assert os.path.getsize(expected_path) > 0
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roof_cli_plot_generation(binary_handler_profile_rocprof_compute):
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if soc in ("MI100"):
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assert True
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return
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try:
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import plotext as plt
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cli_available = True
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except ImportError:
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cli_available = False
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if cli_available:
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options = ["--device", "0", "--roof-only"]
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workload_dir = test_utils.get_output_dir()
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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else:
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pytest.skip("plotext not available for CLI testing")
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@pytest.mark.misc
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def test_roof_error_handling(binary_handler_profile_rocprof_compute):
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if soc in ("MI100"):
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assert True
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return
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options = ["--device", "0", "--roof-only"]
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workload_dir = test_utils.get_output_dir()
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pmc_perf_path = os.path.join(workload_dir, "pmc_perf.csv")
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if os.path.exists(pmc_perf_path):
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os.remove(pmc_perf_path)
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returncode = binary_handler_profile_rocprof_compute(
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config, workload_dir, options, check_success=False, roof=True
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)
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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@pytest.mark.misc
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def test_roofline_missing_file_handling(binary_handler_profile_rocprof_compute):
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"""
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Test handling of missing roofline.csv file
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This should trigger error message in cli_generate_plot()
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"""
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if soc in ("MI100"):
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pytest.skip("Skipping roofline test for MI100")
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return
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
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try:
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from roofline import Roofline
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from utils.specs import generate_machine_specs
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class MockArgs:
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def __init__(self):
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self.roof_only = True
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self.kernel_names = False
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self.mem_level = "ALL"
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self.sort = "ALL"
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self.roofline_data_type = ["FP32"]
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args = MockArgs()
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mspec = generate_machine_specs(None)
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workload_dir = test_utils.get_output_dir()
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run_parameters = {
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"workload_dir": workload_dir,
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"device_id": 0,
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"sort_type": "kernels",
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"mem_level": "ALL",
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"include_kernel_names": False,
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"is_standalone": True,
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"roofline_data_type": ["FP32"],
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}
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roofline_instance = Roofline(args, mspec, run_parameters)
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result = roofline_instance.cli_generate_plot("FP32")
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assert result is None
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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|
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except ImportError:
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pytest.skip("Could not import roofline module for direct testing")
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@pytest.mark.misc
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def test_roofline_invalid_datatype_cli(binary_handler_profile_rocprof_compute):
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"""
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Test CLI plot generation with invalid datatype
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This should trigger error in cli_generate_plot() lines 617-624
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"""
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if soc in ("MI100"):
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pytest.skip("Skipping roofline test for MI100")
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return
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|
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
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try:
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from roofline import Roofline
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from utils.specs import generate_machine_specs
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|
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class MockArgs:
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def __init__(self):
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self.roof_only = True
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self.kernel_names = False
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self.mem_level = "ALL"
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self.sort = "ALL"
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self.roofline_data_type = ["FP32"]
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args = MockArgs()
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mspec = generate_machine_specs(None)
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run_parameters = {
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"workload_dir": test_utils.get_output_dir(),
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"device_id": 0,
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"sort_type": "kernels",
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"mem_level": "ALL",
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"include_kernel_names": False,
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"is_standalone": True,
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"roofline_data_type": ["FP32"],
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}
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|
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roofline_instance = Roofline(args, mspec, run_parameters)
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|
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result = roofline_instance.cli_generate_plot("INVALID_DATATYPE")
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|
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assert result is None
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|
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test_utils.clean_output_dir(config["cleanup"], run_parameters["workload_dir"])
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|
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except ImportError:
|
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pytest.skip("Could not import roofline module for direct testing")
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|
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|
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@pytest.mark.misc
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def test_roofline_ceiling_data_validation(binary_handler_profile_rocprof_compute):
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"""
|
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Test ceiling data validation in generate_plot()
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This covers error handling in lines 516-526
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"""
|
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if soc in ("MI100"):
|
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pytest.skip("Skipping roofline test for MI100")
|
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return
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|
||||
options = ["--device", "0", "--roof-only", "--mem-level", "INVALID_LEVEL"]
|
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workload_dir = test_utils.get_output_dir()
|
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|
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returncode = binary_handler_profile_rocprof_compute(
|
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config, workload_dir, options, check_success=False, roof=True
|
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)
|
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|
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test_utils.clean_output_dir(config["cleanup"], workload_dir)
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|
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|
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|
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@pytest.mark.misc
|
||||
def test_device_filter(binary_handler_profile_rocprof_compute):
|
||||
options = ["--device", "0"]
|
||||
@@ -2193,3 +2643,33 @@ def test_list_metrics(binary_handler_profile_rocprof_compute):
|
||||
# workload dir should be empty
|
||||
assert not os.listdir(workload_dir)
|
||||
test_utils.clean_output_dir(config["cleanup"], workload_dir)
|
||||
|
||||
@pytest.mark.misc
|
||||
def test_comprehensive_error_paths():
|
||||
"""Simplified test for error path coverage"""
|
||||
import sys
|
||||
from pathlib import Path
|
||||
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
|
||||
|
||||
from utils.parser import build_comparable_columns, calc_builtin_var, build_eval_string
|
||||
|
||||
columns = build_comparable_columns("ms")
|
||||
expected = ["Count(ms)", "Sum(ms)", "Mean(ms)", "Median(ms)", "Standard Deviation(ms)"]
|
||||
for expected_col in expected:
|
||||
assert expected_col in columns
|
||||
|
||||
class MockSysInfo:
|
||||
total_l2_chan = 16
|
||||
|
||||
sys_info = MockSysInfo()
|
||||
result = calc_builtin_var(42, sys_info)
|
||||
assert result == 42
|
||||
|
||||
result = calc_builtin_var("$total_l2_chan", sys_info)
|
||||
assert result == 16
|
||||
|
||||
try:
|
||||
build_eval_string("test", None)
|
||||
assert False, "Should raise exception for None coll_level"
|
||||
except Exception as e:
|
||||
assert "coll_level can not be None" in str(e)
|
||||
|
||||
Reference in New Issue
Block a user