#!/usr/bin/env python3
# MIT License
#
# Copyright (c) 2023-2025 Advanced Micro Devices, Inc. All rights reserved.
#
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# SOFTWARE.


import itertools
import sys
import pytest
import numpy as np
import pandas as pd


# ===================== validation common for both host-trap and stochastic sampling
def test_multi_agent_support(
    input_samples_csv: pd.DataFrame,
    input_kernel_trace_csv: pd.DataFrame,
    input_agent_info_csv: pd.DataFrame,
):
    from rocprofiler_sdk.pc_sampling.transpose_multiple_agents.csv import (
        validate_all_agents_are_sampled,
    )

    validate_all_agents_are_sampled(
        input_samples_csv, input_kernel_trace_csv, input_agent_info_csv
    )


# =================== validation specific to stochastic sampling


def test_validate_pc_sampling_stochastic_specific_csv(
    input_samples_csv: pd.DataFrame, input_agent_info_csv: pd.DataFrame
):
    if tmp_disable_for_gfx12(input_agent_info_csv):
        pytest.skip("Stochastic sampling specific checks are not implemented for GFX12")

    from rocprofiler_sdk.pc_sampling.stochastic.csv.gfx9 import (
        validate_stochastic_samples_csv,
    )

    validate_stochastic_samples_csv(input_samples_csv)


def test_validate_pc_sampling_stochastic_specific_json(
    input_samples_json, input_agent_info_csv: pd.DataFrame
):
    if tmp_disable_for_gfx12(input_agent_info_csv):
        pytest.skip("Stochastic sampling specific checks are not implemented for GFX12")

    from rocprofiler_sdk.pc_sampling.stochastic.json.gfx9 import (
        validate_stochastic_samples_json,
    )

    validate_stochastic_samples_json(input_samples_json["rocprofiler-sdk-tool"])


def tmp_disable_for_gfx12(input_agent_info_csv: pd.DataFrame):
    """
    If any of the agents are from GFX12 family, we temporarily disable
    stochastic sampling specific checks, because they're not fully implemented.
    """
    return input_agent_info_csv["Name"].str.contains("gfx12").any()


if __name__ == "__main__":
    exit_code = pytest.main(["-x", __file__] + sys.argv[1:])
    sys.exit(exit_code)
