Index

_

__allow_reinitialization (perun.util.Singleton attribute) __call__() (perun.util.Singleton method) __del__() (perun.core.Perun method) __repr__() (perun.data_model.data.MetricType method) (perun.monitoring.application.Application method) __str__() (perun.data_model.data.LocalRegions method) (perun.data_model.data.MetricType method) (perun.data_model.measurement_type.Magnitude method) (perun.data_model.measurement_type.Unit method) (perun.monitoring.application.Application method) __version__ (in module perun) _addMetric() (in module perun.io.hdf5) _addMetricMetadata() (in module perun.io.hdf5) _addNode() (in module perun.io.hdf5) _addRawData() (in module perun.io.hdf5) _addRegion() (in module perun.io.hdf5) _addRegions() (in module perun.io.hdf5) _app (perun.monitoring.application.Application attribute) (perun.monitoring.monitor.PerunMonitor attribute) _args (perun.monitoring.application.Application attribute) _backends (perun.core.Perun attribute) (perun.monitoring.monitor.PerunMonitor attribute) _cleanup() (perun.monitoring.application.Application method) _close_backends() (perun.core.Perun method) _comm (perun.core.Perun attribute) (perun.monitoring.monitor.PerunMonitor attribute) _config (perun.monitoring.monitor.PerunMonitor attribute) _default_config (in module perun.configuration) _enabled (perun.comm.Comm attribute) _export_multirun() (perun.core.Perun method) _g_assigned_sensors (perun.core.Perun attribute) _g_available_sensors (perun.core.Perun attribute) _get_arg_parser() (in module perun.api.cli) _getCallback() (perun.backend.psutil.PSUTILBackend method) _getClockCallback() (perun.backend.nvml.NVMLBackend method) _getClockSensor() (perun.backend.nvml.NVMLBackend method) _getMemCallback() (perun.backend.rocmsmi.ROCMBackend method) _getMemorySensor() (perun.backend.nvml.NVMLBackend method) _getMemSensor() (perun.backend.rocmsmi.ROCMBackend method) _getPowerCallback() (perun.backend.nvml.NVMLBackend method) (perun.backend.rocmsmi.ROCMBackend method)

_getPowerSensor() (perun.backend.nvml.NVMLBackend method) (perun.backend.rocmsmi.ROCMBackend method) _getUsedMemCallback() (perun.backend.nvml.NVMLBackend method) _handle_failed_run() (perun.monitoring.monitor.PerunMonitor method) _host_rank (perun.core.Perun attribute) _hostname (perun.core.Perun attribute) _initialized (perun.comm.Comm attribute) _instances (perun.util.Singleton attribute) _is_binary (perun.monitoring.application.Application attribute) _kwargs (perun.monitoring.application.Application attribute) _l_assigned_sensors (perun.core.Perun attribute) (perun.monitoring.monitor.PerunMonitor attribute) _l_available_sensors (perun.core.Perun attribute) _l_backend_metadata (perun.core.Perun attribute) _l_host_metadata (perun.core.Perun attribute) _mag_symbols (in module perun.data_model.measurement_type) _metadata (perun.backend.backend.Backend attribute) _monitor (perun.core.Perun attribute) _monitoringLoop() (in module perun.monitoring.subprocess) _mpi_init() (perun.comm.Comm method) _name (perun.monitoring.application.Application attribute) _process_multirun() (perun.core.Perun method) _process_single_run() (perun.monitoring.monitor.PerunMonitor method) _rank (perun.comm.Comm attribute) _readMetric() (in module perun.io.hdf5) _readMetricMetadata() (in module perun.io.hdf5) _readNode() (in module perun.io.hdf5) _readRawData() (in module perun.io.hdf5) _readRegion() (in module perun.io.hdf5) _readRegions() (in module perun.io.hdf5) _regions (perun.data_model.data.LocalRegions attribute) _reset_subprocess_handlers() (perun.monitoring.monitor.PerunMonitor method) _rowsFromRunNode() (in module perun.io.pandas) _run_binary_app() (perun.monitoring.monitor.PerunMonitor method) _run_postprocess_callbacks() (perun.core.Perun method) _run_python_app() (perun.monitoring.monitor.PerunMonitor method) _setName() (perun.monitoring.application.Application method) _size (perun.comm.Comm attribute) _suffixes (in module perun.io.io)

A

Abort() (perun.comm.Comm method) addEvent() (perun.data_model.data.LocalRegions method) addRegionData() (perun.data_model.data.DataNode method) addRunAndRuntimeInfoToRegion() (in module perun.processing) agg (perun.data_model.data.Metric attribute) AggregateType (class in perun.data_model.data) allgather() (perun.comm.Comm method) alt_v_md (perun.data_model.data.RawData attribute) alt_values (perun.data_model.data.RawData attribute)

APP (perun.data_model.data.NodeType attribute) Application (class in perun.monitoring.application) args (perun.monitoring.application.Application property) assignSensors() (in module perun.coordination) availableSensors() (perun.backend.backend.Backend method) (perun.backend.nvml.NVMLBackend method) (perun.backend.powercap_rapl.PowercapRAPLBackend method) (perun.backend.psutil.PSUTILBackend method) (perun.backend.rocmsmi.ROCMBackend method)

B

Backend (class in perun.backend.backend) backends (perun.core.Perun property) barrier() (perun.comm.Comm method)

bcast() (perun.comm.Comm method) BENCH (perun.io.io.IOFormat attribute) BYTE (perun.data_model.measurement_type.Unit attribute)

C

check_available_ranks() (perun.comm.Comm method) cli() (in module perun.api.cli) close() (perun.backend.backend.Backend method) (perun.backend.nvml.NVMLBackend method) (perun.backend.powercap_rapl.PowercapRAPLBackend method) (perun.backend.psutil.PSUTILBackend method) (perun.backend.rocmsmi.ROCMBackend method) CO2 (perun.data_model.data.MetricType attribute) Comm (class in perun.comm) comm (perun.core.Perun property) config (in module perun) (in module perun.configuration) (perun.core.Perun attribute)

copy() (perun.data_model.data.Metric method) (perun.data_model.measurement_type.MetricMetaData method) CPU (perun.data_model.sensor.DeviceType attribute) CPU_CLOCK (perun.data_model.data.MetricType attribute) CPU_ENERGY (perun.data_model.data.MetricType attribute) CPU_POWER (perun.data_model.data.MetricType attribute) CPU_UTIL (perun.data_model.data.MetricType attribute) createNode() (in module perun.monitoring.subprocess) CSV (perun.io.io.IOFormat attribute)

D

DataNode (class in perun.data_model.data) dataType (perun.data_model.sensor.Sensor attribute) default() (perun.io.json.NumpyEncoder method) description (perun.backend.backend.Backend attribute) (perun.backend.nvml.NVMLBackend attribute) (perun.backend.powercap_rapl.PowercapRAPLBackend attribute) (perun.backend.psutil.PSUTILBackend attribute) (perun.backend.rocmsmi.ROCMBackend attribute) DEVICE_GROUP (perun.data_model.data.NodeType attribute) devices (perun.backend.backend.Backend attribute)

DeviceType (class in perun.data_model.sensor) deviceType (perun.data_model.data.DataNode attribute) DIR_RGX (in module perun.backend.powercap_rapl) DISK (perun.data_model.sensor.DeviceType attribute) DISK_READ (perun.data_model.data.MetricType attribute) DISK_WRITE (perun.data_model.data.MetricType attribute) DRAM_ENERGY (perun.data_model.data.MetricType attribute) DRAM_MEM (perun.data_model.data.MetricType attribute) DRAM_POWER (perun.data_model.data.MetricType attribute) dtype (perun.data_model.measurement_type.MetricMetaData attribute)

E

ENERGY (perun.data_model.data.MetricType attribute) export() (in module perun.api.cli) export_to() (perun.core.Perun method) exportBench() (in module perun.io.bench)

exportCSV() (in module perun.io.pandas) exportHDF5() (in module perun.io.hdf5) exportJson() (in module perun.io.json) exportPickle() (in module perun.io.pickle) exportTo() (in module perun.io.io)

F

FAN (perun.data_model.sensor.DeviceType attribute) FILE_NOT_FOUND (perun.monitoring.monitor.MonitorStatus attribute) fill (perun.data_model.measurement_type.MetricMetaData attribute) filter_sensors() (in module perun.util) fromDict() (perun.data_model.data.DataNode class method) (perun.data_model.data.Metric class method) (perun.data_model.data.RawData class method) (perun.data_model.data.Region class method) (perun.data_model.data.Stats class method) (perun.data_model.measurement_type.MetricMetaData class method)

fromMetrics() (perun.data_model.data.Stats class method) fromString() (perun.data_model.data.MetricType method) fromSuffix() (perun.io.io.IOFormat class method) fromSymbol() (perun.data_model.measurement_type.Magnitude class method)

G

g_assigned_sensors (perun.core.Perun property) g_available_sensors (perun.core.Perun property) gather() (perun.comm.Comm method) gather_from_ranks() (perun.comm.Comm method) Get_rank() (perun.comm.Comm method) Get_size() (perun.comm.Comm method) getBackendMetadata() (in module perun.backend.util) getHostMetadata() (in module perun.backend.util) getHostRankDict() (in module perun.coordination) getInterpolatedValues() (in module perun.processing) getRunId() (in module perun.util) getSensors() (perun.backend.backend.Backend method) (perun.backend.nvml.NVMLBackend method) (perun.backend.powercap_rapl.PowercapRAPLBackend method) (perun.backend.psutil.PSUTILBackend method) (perun.backend.rocmsmi.ROCMBackend method)

getTFactorMag() (in module perun.io.util) GIGA (perun.data_model.measurement_type.Magnitude attribute) globalConfigPath (in module perun.configuration) GPU (perun.data_model.sensor.DeviceType attribute) GPU_CLOCK (perun.data_model.data.MetricType attribute) GPU_ENERGY (perun.data_model.data.MetricType attribute) GPU_MEM (perun.data_model.data.MetricType attribute) GPU_POWER (perun.data_model.data.MetricType attribute) GPU_UTIL (perun.data_model.data.MetricType attribute) GRAM (perun.data_model.measurement_type.Unit attribute)

H

HDF5 (perun.io.io.IOFormat attribute) host_rank (perun.core.Perun property)

hostname (perun.core.Perun property) HZ (perun.data_model.measurement_type.Unit attribute)

I

id (perun.backend.backend.Backend attribute) (perun.backend.nvml.NVMLBackend attribute) (perun.backend.powercap_rapl.PowercapRAPLBackend attribute) (perun.backend.psutil.PSUTILBackend attribute) (perun.backend.rocmsmi.ROCMBackend attribute) (perun.data_model.data.DataNode attribute) (perun.data_model.data.Region attribute) (perun.data_model.sensor.Sensor attribute) import_from() (perun.core.Perun method)

importFrom() (in module perun.io.io) importHDF5() (in module perun.io.hdf5) importJson() (in module perun.io.json) importPickle() (in module perun.io.pickle) increaseIdCounter() (in module perun.util) init_logging() (in module perun) (in module perun.logging) IOFormat (class in perun.io.io) is_binary (perun.monitoring.application.Application property) isEmpty() (perun.data_model.data.LocalRegions method)

J

JOULE (perun.data_model.measurement_type.Unit attribute)

JSON (perun.io.io.IOFormat attribute)

K

KILO (perun.data_model.measurement_type.Magnitude attribute)

kwargs (perun.monitoring.application.Application property)

L

l_assigned_sensors (perun.core.Perun property) l_available_sensors (perun.core.Perun property) l_backend_metadata (perun.core.Perun property) l_host_metadata (perun.core.Perun property) localConfigPath (in module perun.configuration) LocalRegions (class in perun.data_model.data) log (in module perun) (in module perun.api.cli) (in module perun.api.decorator) (in module perun.backend.backend) (in module perun.backend.nvml) (in module perun.backend.powercap_rapl) (in module perun.backend.psutil) (in module perun.backend.rocmsmi) (in module perun.backend.util) (in module perun.comm) (in module perun.configuration) (in module perun.coordination) (in module perun.core) (in module perun.data_model.data) (in module perun.data_model.measurement_type) (in module perun.io.bench) (in module perun.io.io) (in module perun.io.text_report) (in module perun.monitoring.application) (in module perun.monitoring.monitor) (in module perun.monitoring.subprocess) (in module perun.processing) (in module perun.util)

M

mag (perun.data_model.measurement_type.MetricMetaData attribute) Magnitude (class in perun.data_model.measurement_type) mark_event() (perun.core.Perun method) matchesOneOf() (in module perun.util) MAX (perun.data_model.data.AggregateType attribute) max (perun.data_model.data.Stats attribute) (perun.data_model.measurement_type.MetricMetaData attribute) MEAN (perun.data_model.data.AggregateType attribute) mean (perun.data_model.data.Stats attribute) measureCallback (perun.data_model.sensor.Sensor attribute) MEGA (perun.data_model.measurement_type.Magnitude attribute) metadata (perun.backend.backend.Backend property) (perun.data_model.data.DataNode attribute) (perun.data_model.sensor.Sensor attribute) metadata() (in module perun.api.cli) Metric (class in perun.data_model.data) metric_md (perun.data_model.data.Metric attribute) (perun.data_model.data.Stats attribute) MetricMetaData (class in perun.data_model.measurement_type) metrics (perun.data_model.data.DataNode attribute) (perun.data_model.data.Region attribute) MetricType (class in perun.data_model.data) MICRO (perun.data_model.measurement_type.Magnitude attribute) MILI (perun.data_model.measurement_type.Magnitude attribute) MIN (perun.data_model.data.AggregateType attribute) min (perun.data_model.data.Stats attribute) (perun.data_model.measurement_type.MetricMetaData attribute) module perun perun.__main__ perun.api perun.api.cli perun.api.decorator perun.backend perun.backend.backend perun.backend.nvml perun.backend.powercap_rapl perun.backend.psutil perun.backend.rocmsmi perun.backend.util perun.comm perun.configuration perun.coordination perun.core perun.data_model perun.data_model.data perun.data_model.measurement_type perun.data_model.sensor perun.io perun.io.bench perun.io.hdf5 perun.io.io perun.io.json perun.io.pandas perun.io.pickle perun.io.text_report perun.io.util perun.logging perun.monitoring perun.monitoring.application perun.monitoring.monitor perun.monitoring.subprocess perun.processing perun.util

MONEY (perun.data_model.data.MetricType attribute) monitor() (in module perun) (in module perun.api.cli) (in module perun.api.decorator) monitor_application() (perun.core.Perun method) MonitorStatus (class in perun.monitoring.monitor) MPI_ERROR (perun.monitoring.monitor.MonitorStatus attribute) MULTI_RUN (perun.data_model.data.NodeType attribute)

N

N_RUNS (perun.data_model.data.MetricType attribute) name (perun.backend.backend.Backend attribute) (perun.backend.nvml.NVMLBackend attribute) (perun.backend.powercap_rapl.PowercapRAPLBackend attribute) (perun.backend.psutil.PSUTILBackend attribute) (perun.backend.rocmsmi.ROCMBackend attribute) (perun.monitoring.application.Application property) NANO (perun.data_model.measurement_type.Magnitude attribute)

NET (perun.data_model.sensor.DeviceType attribute) NET_READ (perun.data_model.data.MetricType attribute) NET_WRITE (perun.data_model.data.MetricType attribute) NODE (perun.data_model.data.NodeType attribute) (perun.data_model.sensor.DeviceType attribute) nodes (perun.data_model.data.DataNode attribute) NodeType (class in perun.data_model.data) NumpyEncoder (class in perun.io.json) NVMLBackend (class in perun.backend.nvml)

O

ONE (perun.data_model.measurement_type.Magnitude attribute) OTHER (perun.data_model.sensor.DeviceType attribute) OTHER_ENERGY (perun.data_model.data.MetricType attribute)

OTHER_MEM (perun.data_model.data.MetricType attribute) OTHER_POWER (perun.data_model.data.MetricType attribute) OTHER_UTIL (perun.data_model.data.MetricType attribute)

P

PERCENT (perun.data_model.measurement_type.Unit attribute) perun module Perun (class in perun.core) perun() (in module perun) (in module perun.api.decorator) perun.__main__ module perun.api module perun.api.cli module perun.api.decorator module perun.backend module perun.backend.backend module perun.backend.nvml module perun.backend.powercap_rapl module perun.backend.psutil module perun.backend.rocmsmi module perun.backend.util module perun.comm module perun.configuration module perun.coordination module perun.core module perun.data_model module perun.data_model.data module perun.data_model.measurement_type module perun.data_model.sensor module perun.io module

perun.io.bench module perun.io.hdf5 module perun.io.io module perun.io.json module perun.io.pandas module perun.io.pickle module perun.io.text_report module perun.io.util module perun.logging module perun.monitoring module perun.monitoring.application module perun.monitoring.monitor module perun.monitoring.subprocess module perun.processing module perun.util module PERUN_ERROR (perun.monitoring.monitor.MonitorStatus attribute) PerunMonitor (class in perun.monitoring.monitor) perunSubprocess() (in module perun.monitoring.subprocess) PICKLE (perun.io.io.IOFormat attribute) PICO (perun.data_model.measurement_type.Magnitude attribute) postprocess_callbacks (perun.core.Perun attribute) POWER (perun.data_model.data.MetricType attribute) PowercapRAPLBackend (class in perun.backend.powercap_rapl) prepSensors() (in module perun.monitoring.subprocess) processDataNode() (in module perun.processing) processed (perun.data_model.data.DataNode attribute) (perun.data_model.data.Region attribute) processEnergyData() (in module perun.processing) PROCESSING (perun.monitoring.monitor.MonitorStatus attribute) processRegionsWithSensorData() (in module perun.processing) processSensorData() (in module perun.processing) PSUTILBackend (class in perun.backend.psutil)

R

RACK (perun.data_model.sensor.DeviceType attribute) RAM (perun.data_model.sensor.DeviceType attribute) RAPL_PATH (in module perun.backend.powercap_rapl) raw_data (perun.data_model.data.DataNode attribute) (perun.data_model.data.Region attribute) RawData (class in perun.data_model.data) read() (perun.data_model.sensor.Sensor method) read_custom_config() (in module perun.configuration) read_environ() (in module perun.configuration) Region (class in perun.data_model.data)

regionMetrics (in module perun.io.text_report) regions (perun.data_model.data.DataNode attribute) register_callback() (in module perun) (in module perun.api.decorator) ROCMBackend (class in perun.backend.rocmsmi) RUN (perun.data_model.data.NodeType attribute) run() (perun.monitoring.application.Application method) run_application() (perun.monitoring.monitor.PerunMonitor method) RUNNING (perun.monitoring.monitor.MonitorStatus attribute) runs_per_rank (perun.data_model.data.Region attribute) RUNTIME (perun.data_model.data.MetricType attribute)

S

sanitize_config() (in module perun.configuration) save_to_config() (in module perun.configuration) SCALAR (perun.data_model.measurement_type.Unit attribute) SCRIPT_ERROR (perun.monitoring.monitor.MonitorStatus attribute) SECOND (perun.data_model.measurement_type.Unit attribute) Sensor (class in perun.data_model.sensor) SENSOR (perun.data_model.data.NodeType attribute) sensors() (in module perun.api.cli) sensors_table() (in module perun.io.text_report) SETUP (perun.monitoring.monitor.MonitorStatus attribute) setup() (perun.backend.backend.Backend method) (perun.backend.nvml.NVMLBackend method) (perun.backend.powercap_rapl.PowercapRAPLBackend method) (perun.backend.psutil.PSUTILBackend method) (perun.backend.rocmsmi.ROCMBackend method)

showconf() (in module perun.api.cli) Singleton (class in perun.util) Stats (class in perun.data_model.data) status (perun.monitoring.monitor.PerunMonitor attribute) std (perun.data_model.data.Stats attribute) SUBDIR_RGX (in module perun.backend.powercap_rapl) SUCCESS (perun.monitoring.monitor.MonitorStatus attribute) suffix (perun.io.io.IOFormat property) SUM (perun.data_model.data.AggregateType attribute) sum (perun.data_model.data.Stats attribute) symbol (perun.data_model.measurement_type.Magnitude property) (perun.data_model.measurement_type.Unit property)

T

t_md (perun.data_model.data.RawData attribute) tableMetrics (in module perun.io.text_report) TERA (perun.data_model.measurement_type.Magnitude attribute) TEXT (perun.io.io.IOFormat attribute) textReport() (in module perun.io.text_report) timesteps (perun.data_model.data.RawData attribute)

toDict() (perun.data_model.data.DataNode method) (perun.data_model.data.Region method) (perun.data_model.sensor.Sensor method) type (perun.data_model.data.DataNode attribute) (perun.data_model.data.Metric attribute) (perun.data_model.data.Stats attribute) (perun.data_model.sensor.Sensor attribute)

U

Unit (class in perun.data_model.measurement_type)

unit (perun.data_model.measurement_type.MetricMetaData attribute)

V

v_md (perun.data_model.data.RawData attribute) value (perun.data_model.data.Metric attribute) (perun.data_model.data.Stats property)

value2MeanStdStr() (in module perun.io.util) value2ValueUnitStr() (in module perun.io.util) values (perun.data_model.data.RawData attribute)

W

warmup_round (perun.core.Perun attribute)

WATT (perun.data_model.measurement_type.Unit attribute)