class TableFields:
ACC_PMU = ["accId", "readBwLevel", "writeBwLevel", "readOstLevel", "writeOstLevel", "timestampNs", "deviceId"]
AICORE_FREQ = ["deviceId", "timestampNs", "freq", "dieId"]
CANN_API = ["startNs", "endNs", "type", "globalTid", "connectionId", "name"]
COMMUNICATION_OP = [
"opName",
"startNs",
"endNs",
"connectionId",
"groupName",
"opId",
"relay",
"retry",
"dataType",
"algType",
"count",
"opType",
"deviceId",
]
COMMUNICATION_TASK_INFO = [
"name",
"globalTaskId",
"taskType",
"planeId",
"groupName",
"notifyId",
"rdmaType",
"srcRank",
"dstRank",
"transportType",
"size",
"dataType",
"linkType",
"opId",
"isMaster",
"bandwidth",
]
COMPUTE_TASK_INFO = [
"name",
"globalTaskId",
"blockNum",
"mixBlockNum",
"taskType",
"opType",
"inputFormats",
"inputDataTypes",
"inputShapes",
"outputFormats",
"outputDataTypes",
"outputShapes",
"attrInfo",
"opState",
"hf32Eligible",
"gridDim",
"blockDim",
]
CONNECTION_IDS = ["id", "connectionId"]
CPU_USAGE = ["timestampNs", "cpuId", "usage"]
ENUM_API_TYPE = ["id", "name"]
ENUM_HCCL_DATA_TYPE = ["id", "name"]
ENUM_HCCL_LINK_TYPE = ["id", "name"]
ENUM_HCCL_RDMA_TYPE = ["id", "name"]
ENUM_HCCL_TRANSPORT_TYPE = ["id", "name"]
ENUM_MEMCPY_OPERATION = ["id", "name"]
ENUM_MODULE = ["id", "name"]
ENUM_MSTX_EVENT_TYPE = ["id", "name"]
HBM = ["deviceId", "timestampNs", "bandwidth", "hbmId", "type"]
HCCS = ["deviceId", "timestampNs", "txThroughput", "rxThroughput"]
HOST_INFO = ["hostUid", "hostName"]
HOST_MEM_USAGE = ["timestampNs", "usage"]
LLC = ["deviceId", "llcId", "timestampNs", "hitRate", "throughput", "mode"]
MEMCPY_INFO = ["globalTaskId", "size", "memcpyOperation"]
MEMORY_RECORD = [
"component",
"timestamp",
"totalAllocated",
"totalReserved",
"totalActive",
"streamPtr",
"deviceId",
]
META_DATA = ["name", "value"]
NETDEV_STATS = [
"deviceId",
"timestampNs",
"macTxPfcPkt",
"macRxPfcPkt",
"macTxByte",
"macTxBandwidth",
"macRxByte",
"macRxBandwidth",
"macTxBadByte",
"macRxBadByte",
"roceTxPkt",
"roceRxPkt",
"roceTxErrPkt",
"roceRxErrPkt",
"roceTxCnpPkt",
"roceRxCnpPkt",
"roceNewPktRty",
"nicTxByte",
"nicTxBandwidth",
"nicRxByte",
"nicRxBandwidth",
]
NIC = [
"deviceId",
"timestampNs",
"bandwidth",
"rxPacketRate",
"rxByteRate",
"rxPackets",
"rxBytes",
"rxErrors",
"rxDropped",
"txPacketRate",
"txByteRate",
"txPackets",
"txBytes",
"txErrors",
"txDropped",
"funcId",
]
NPU_INFO = ["id", "name"]
NPU_MEM = ["type", "ddr", "hbm", "timestampNs", "deviceId"]
NPU_MODULE_MEM = ["moduleId", "timestampNs", "totalReserved", "deviceId"]
NPU_OP_MEM = [
"operatorName",
"addr",
"type",
"size",
"timestampNs",
"globalTid",
"totalAllocate",
"totalReserve",
"component",
"deviceId",
]
OP_MEMORY = [
"name",
"size",
"allocationTime",
"releaseTime",
"activeReleaseTime",
"duration",
"activeDuration",
"allocationTotalAllocated",
"allocationTotalReserved",
"allocationTotalActive",
"releaseTotalAllocated",
"releaseTotalReserved",
"releaseTotalActive",
"streamPtr",
"deviceId",
]
PCIE = [
"deviceId",
"timestampNs",
"txPostMin",
"txPostMax",
"txPostAvg",
"txNonpostMin",
"txNonpostMax",
"txNonpostAvg",
"txCplMin",
"txCplMax",
"txCplAvg",
"txNonpostLatencyMin",
"txNonpostLatencyMax",
"txNonpostLatencyAvg",
"rxPostMin",
"rxPostMax",
"rxPostAvg",
"rxNonpostMin",
"rxNonpostMax",
"rxNonpostAvg",
"rxCplMin",
"rxCplMax",
"rxCplAvg",
]
PYTORCH_API = [
"startNs",
"endNs",
"globalTid",
"connectionId",
"name",
"sequenceNumber",
"fwdThreadId",
"inputDtypes",
"inputShapes",
"callchainId",
"type",
]
PYTORCH_CALLCHAINS = ["id", "stack", "stackDepth"]
QOS = ["deviceId", "eventName", "bandwidth", "timestampNs"]
ROCE = [
"deviceId",
"timestampNs",
"bandwidth",
"rxPacketRate",
"rxByteRate",
"rxPackets",
"rxBytes",
"rxErrors",
"rxDropped",
"txPacketRate",
"txByteRate",
"txPackets",
"txBytes",
"txErrors",
"txDropped",
"funcId",
]
SESSION_TIME_INFO = ["startTimeNs", "endTimeNs"]
SOC_BANDWIDTH_LEVEL = ["l2BufferBwLevel", "mataBwLevel", "timestampNs", "deviceId"]
STEP_TIME = ["id", "startNs", "endNs"]
STRING_IDS = ["id", "value"]
TASK = [
"startNs",
"endNs",
"deviceId",
"connectionId",
"globalTaskId",
"globalPid",
"taskType",
"contextId",
"streamId",
"taskId",
"modelId",
]
TASK_PMU_INFO = ["globalTaskId", "name", "value"]
RANK_DEVICE_MAP = ["rankId", "deviceId"]
ClusterCommunicationBandwidth = [
"step",
"rank_id",
"hccl_op_name",
"group_name",
"band_type",
"transit_size",
"transit_time",
"bandwidth",
"large_packet_ratio",
"package_size",
"count",
"total_duration",
]
ClusterCommunicationMatrix = [
"step",
"hccl_op_name",
"group_name",
"src_rank",
"dst_rank",
"transport_type",
"op_name",
"transit_size",
"transit_time",
"bandwidth",
]
ClusterCommunicationTime = [
"step",
"rank_id",
"hccl_op_name",
"group_name",
"start_timestamp",
"elapsed_time",
"transit_time",
"wait_time",
"synchronization_time",
"idle_time",
"synchronization_time_ratio",
"wait_time_ratio",
]
ClusterStepTraceTime = [
"step",
"type",
"index",
"computing",
"communication_not_overlapped",
"overlapped",
"communication",
"free",
"stage",
"bubble",
"communication_not_overlapped_and_exclude_receive",
"preparing",
"dp_index",
"pp_index",
"tp_index",
]
CommunicationGroupMapping = ["type", "rank_set", "group_name", "group_id", "pg_name"]
HostInfo = ["hostUid", "hostName"]
RankDeviceMap = ["rankId", "deviceId", "hostUid", "profilePath"]
SAMPLE_PMU_SUMMARY = ["deviceId", "metric", "value", "coreId", "coreType"]
SAMPLE_PMU_TIMELINE = ["deviceId", "timestampNs", "totalCycle", "usage", "freq", "coreId", "coreType"]
@classmethod
def get_fields(cls, name):
"""
Retrieve the list of field names with the specified name.
:param name: The name of the field list.
:return: The corresponding list of field names, returning None if the name does not exist.
"""
if hasattr(cls, name):
return getattr(cls, name)
else:
return None