#!/usr/bin/env python3 import sys import pytest # helper function def node_exists(name, data, min_len=1): assert name in data assert data[name] is not None if isinstance(data[name], (list, tuple, dict, set)): assert len(data[name]) >= min_len, f"{name}:\n{data}" def test_data_structure(input_data): """verify minimum amount of expected data is present""" data = input_data node_exists("rocprofiler-sdk-json-tool", data) sdk_data = data["rocprofiler-sdk-json-tool"] node_exists("metadata", sdk_data) node_exists("pid", sdk_data["metadata"]) node_exists("main_tid", sdk_data["metadata"]) node_exists("init_time", sdk_data["metadata"]) node_exists("fini_time", sdk_data["metadata"]) node_exists("agents", sdk_data) node_exists("call_stack", sdk_data) node_exists("callback_records", sdk_data) node_exists("buffer_records", sdk_data) node_exists("names", sdk_data["callback_records"]) node_exists("hsa_api_traces", sdk_data["callback_records"]) node_exists("hip_api_traces", sdk_data["callback_records"]) node_exists("memory_allocations", sdk_data["callback_records"]) node_exists("rocdecode_api_traces", sdk_data["callback_records"]) node_exists("names", sdk_data["buffer_records"]) node_exists("hsa_api_traces", sdk_data["buffer_records"]) node_exists("hip_api_traces", sdk_data["buffer_records"]) node_exists("memory_allocations", sdk_data["buffer_records"]) node_exists("rocdecode_api_traces", sdk_data["buffer_records"]) def test_size_entries(input_data): # check that size fields are > 0 but account for function arguments # which are named "size" def check_size(data, bt): if "size" in data.keys(): if isinstance(data["size"], str) and bt.endswith('["args"]'): pass else: assert data["size"] > 0, f"origin: {bt}" # recursively check the entire data structure def iterate_data(data, bt): if isinstance(data, (list, tuple)): for i, itr in enumerate(data): if isinstance(itr, dict): check_size(itr, f"{bt}[{i}]") iterate_data(itr, f"{bt}[{i}]") elif isinstance(data, dict): check_size(data, f"{bt}") for key, itr in data.items(): iterate_data(itr, f'{bt}["{key}"]') # start recursive check over entire JSON dict iterate_data(input_data, "input_data") def test_timestamps(input_data): """Verify starting timestamps are less than ending timestamps""" data = input_data sdk_data = data["rocprofiler-sdk-json-tool"] cb_start = {} cb_end = {} for titr in ["hsa_api_traces", "hip_api_traces", "rocdecode_api_traces"]: for itr in sdk_data["callback_records"][titr]: cid = itr["correlation_id"]["internal"] phase = itr["phase"] if phase == 1: cb_start[cid] = itr["timestamp"] elif phase == 2: cb_end[cid] = itr["timestamp"] assert cb_start[cid] <= itr["timestamp"] else: assert phase == 1 or phase == 2 for itr in sdk_data["buffer_records"][titr]: assert itr["start_timestamp"] <= itr["end_timestamp"] for titr in ["memory_allocations"]: for itr in sdk_data["buffer_records"][titr]: assert itr["start_timestamp"] < itr["end_timestamp"], f"[{titr}] {itr}" assert itr["correlation_id"]["internal"] > 0, f"[{titr}] {itr}" assert itr["correlation_id"]["external"] > 0, f"[{titr}] {itr}" assert ( sdk_data["metadata"]["init_time"] < itr["start_timestamp"] ), f"[{titr}] {itr}" assert ( sdk_data["metadata"]["init_time"] < itr["end_timestamp"] ), f"[{titr}] {itr}" assert ( sdk_data["metadata"]["fini_time"] > itr["start_timestamp"] ), f"[{titr}] {itr}" assert ( sdk_data["metadata"]["fini_time"] > itr["end_timestamp"] ), f"[{titr}] {itr}" api_start = cb_start[itr["correlation_id"]["internal"]] # api_end = cb_end[itr["correlation_id"]["internal"]] assert api_start < itr["start_timestamp"], f"[{titr}] {itr}" # assert api_end <= itr["end_timestamp"], f"[{titr}] {itr}" def test_internal_correlation_ids(input_data): """Assure correlation ids are unique""" data = input_data sdk_data = data["rocprofiler-sdk-json-tool"] api_corr_ids = [] for titr in ["hsa_api_traces", "hip_api_traces", "rocdecode_api_traces"]: for itr in sdk_data["callback_records"][titr]: api_corr_ids.append(itr["correlation_id"]["internal"]) for itr in sdk_data["buffer_records"][titr]: api_corr_ids.append(itr["correlation_id"]["internal"]) api_corr_ids_sorted = sorted(api_corr_ids) api_corr_ids_unique = list(set(api_corr_ids)) for itr in sdk_data["buffer_records"]["memory_allocations"]: assert itr["correlation_id"]["internal"] in api_corr_ids_unique len_corr_id_unq = len(api_corr_ids_unique) assert len(api_corr_ids) != len_corr_id_unq assert max(api_corr_ids_sorted) == len_corr_id_unq def test_external_correlation_ids(input_data): data = input_data sdk_data = data["rocprofiler-sdk-json-tool"] extern_corr_ids = [] for titr in ["hsa_api_traces", "hip_api_traces", "rocdecode_api_traces"]: for itr in sdk_data["callback_records"][titr]: assert itr["correlation_id"]["external"] > 0 assert itr["thread_id"] == itr["correlation_id"]["external"] extern_corr_ids.append(itr["correlation_id"]["external"]) extern_corr_ids = list(set(sorted(extern_corr_ids))) for titr in ["hsa_api_traces", "hip_api_traces", "rocdecode_api_traces"]: for itr in sdk_data["buffer_records"][titr]: assert itr["correlation_id"]["external"] > 0, f"[{titr}] {itr}" assert ( itr["thread_id"] == itr["correlation_id"]["external"] ), f"[{titr}] {itr}" assert itr["thread_id"] in extern_corr_ids, f"[{titr}] {itr}" assert itr["correlation_id"]["external"] in extern_corr_ids, f"[{titr}] {itr}" for titr in ["memory_allocations"]: for itr in sdk_data["buffer_records"][titr]: assert itr["correlation_id"]["external"] > 0, f"[{titr}] {itr}" assert itr["correlation_id"]["external"] in extern_corr_ids, f"[{titr}] {itr}" for itr in sdk_data["callback_records"][titr]: assert itr["correlation_id"]["external"] > 0, f"[{titr}] {itr}" assert itr["correlation_id"]["external"] in extern_corr_ids, f"[{titr}] {itr}" def get_operation(record, kind_name, op_name=None): for idx, itr in enumerate(record["names"]): if kind_name == itr["kind"]: if op_name is None: return idx, itr["operations"] else: for oidx, oname in enumerate(itr["operations"]): if op_name == oname: return oidx return None def test_rocdecode_traces(input_data): data = input_data sdk_data = data["rocprofiler-sdk-json-tool"] callback_records = sdk_data["callback_records"] buffer_records = sdk_data["buffer_records"] rocdecode_bf_traces = sdk_data["buffer_records"]["rocdecode_api_traces"] rocdecode_api_bf_ops = get_operation(buffer_records, "ROCDECODE_API") assert len(rocdecode_api_bf_ops[1]) == 16 rocdecode_cb_traces = sdk_data["callback_records"]["rocdecode_api_traces"] rocdecode_api_cb_ops = get_operation(callback_records, "ROCDECODE_API") assert ( rocdecode_api_bf_ops[1] == rocdecode_api_cb_ops[1] and len(rocdecode_api_cb_ops[1]) == 16 ) # check that buffer and callback records agree phase_enter_count = 0 phase_end_count = 0 api_calls = [] for api_call in rocdecode_cb_traces: if api_call["phase"] == 1: phase_enter_count += 1 api_calls.append(rocdecode_api_cb_ops[1][api_call["operation"]]) if api_call["phase"] == 2: phase_end_count += 1 assert phase_enter_count == phase_end_count == len(rocdecode_bf_traces) for call in [ "rocDecCreateBitstreamReader", "rocDecGetBitstreamCodecType", "rocDecGetBitstreamBitDepth", "rocDecCreateVideoParser", "rocDecGetBitstreamPicData", "rocDecGetDecoderCaps", "rocDecCreateDecoder", "rocDecDecodeFrame", "rocDecParseVideoData", "rocDecGetVideoFrame", "rocDecGetDecodeStatus", "rocDecDestroyBitstreamReader", ]: assert call in api_calls def test_retired_correlation_ids(input_data): data = input_data sdk_data = data["rocprofiler-sdk-json-tool"] def _sort_dict(inp): return dict(sorted(inp.items())) api_corr_ids = {} for titr in ["hsa_api_traces", "hip_api_traces", "rocdecode_api_traces"]: for itr in sdk_data["buffer_records"][titr]: corr_id = itr["correlation_id"]["internal"] assert corr_id not in api_corr_ids.keys() api_corr_ids[corr_id] = itr alloc_corr_ids = {} for titr in ["memory_allocations"]: for itr in sdk_data["buffer_records"][titr]: corr_id = itr["correlation_id"]["internal"] assert corr_id not in alloc_corr_ids.keys() alloc_corr_ids[corr_id] = itr retired_corr_ids = {} for itr in sdk_data["buffer_records"]["retired_correlation_ids"]: corr_id = itr["internal_correlation_id"] assert corr_id not in retired_corr_ids.keys() retired_corr_ids[corr_id] = itr api_corr_ids = _sort_dict(api_corr_ids) alloc_corr_ids = _sort_dict(alloc_corr_ids) retired_corr_ids = _sort_dict(retired_corr_ids) for cid, itr in alloc_corr_ids.items(): assert cid in retired_corr_ids.keys() retired_ts = retired_corr_ids[cid]["timestamp"] end_ts = itr["end_timestamp"] assert (retired_ts - end_ts) > 0, f"correlation-id: {cid}, data: {itr}" for cid, itr in api_corr_ids.items(): assert cid in retired_corr_ids.keys() retired_ts = retired_corr_ids[cid]["timestamp"] end_ts = itr["end_timestamp"] assert (retired_ts - end_ts) > 0, f"correlation-id: {cid}, data: {itr}" assert len(api_corr_ids.keys()) == (len(retired_corr_ids.keys())) if __name__ == "__main__": exit_code = pytest.main(["-x", __file__] + sys.argv[1:]) sys.exit(exit_code)