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instrumentation: add support for BayLibre ACME cape
Add an instrument for collecting power and energy from BayLibre ACME cape probe.
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wlauto/instrumentation/acmecape/__init__.py
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130
wlauto/instrumentation/acmecape/__init__.py
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#pylint: disable=attribute-defined-outside-init
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from __future__ import division
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import csv
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import os
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import signal
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import time
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from fcntl import fcntl, F_GETFL, F_SETFL
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from string import Template
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from subprocess import Popen, PIPE, STDOUT
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from wlauto import Instrument, Parameter
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from wlauto.exceptions import HostError
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from wlauto.utils.misc import which
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IIOCAP_CMD_TEMPLATE = Template("""
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${iio_capture} -n ${host} -b ${buffer_size} -c -f ${outfile} ${iio_device}
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""")
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def _read_nonblock(pipe, size=1024):
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fd = pipe.fileno()
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flags = fcntl(fd, F_GETFL)
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flags |= os.O_NONBLOCK
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fcntl(fd, F_SETFL, flags)
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output = ''
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try:
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while True:
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output += pipe.read(size)
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except IOError:
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pass
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return output
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class AcmeCapeInstrument(Instrument):
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name = 'acmecape'
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description = """
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Instrumetnation for the BayLibre ACME cape for power/energy measurment.
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"""
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parameters = [
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Parameter('iio-capture', default=which('iio-capture'),
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description="""
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Path to the iio-capture binary will be taken from the
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environment, if not specfied.
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"""),
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Parameter('host', default='baylibre-acme.local',
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description="""
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Host name (or IP address) of the ACME cape board.
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"""),
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Parameter('iio-device', default='iio:device0',
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description="""
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"""),
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Parameter('buffer-size', kind=int, default=256,
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description="""
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Size of the capture buffer (in KB).
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"""),
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]
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def initialize(self, context):
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if self.iio_capture is None:
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raise HostError('Missing iio-capture binary')
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self.command = None
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self.subprocess = None
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def setup(self, context):
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self.outfile = os.path.join(context.output_directory, 'acme-capture.csv')
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params = dict(
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iio_capture=self.iio_capture,
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host=self.host,
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buffer_size=self.buffer_size,
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iio_device=self.iio_device,
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outfile=self.outfile,
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)
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self.command = IIOCAP_CMD_TEMPLATE.substitute(**params)
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def very_fast_start(self, context): # pylint: disable=unused-argument
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self.subprocess = Popen(self.command.split(), stdout=PIPE, stderr=STDOUT)
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def very_fast_stop(self, context): # pylint: disable=unused-argument
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self.subprocess.terminate()
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def update_result(self, context):
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timeout_secs = 10
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for _ in xrange(timeout_secs):
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if self.subprocess.poll() is not None:
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break
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time.sleep(1)
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else:
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output = _read_nonblock(self.subprocess.stdout)
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self.subprocess.kill()
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self.logger.error('iio-capture did not terminate gracefully')
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if self.subprocess.poll() is None:
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msg = 'Could not terminate iio-capture:\n{}'
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raise HostError(msg.format(output))
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if not os.path.isfile(self.outfile):
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raise HostError('Output CSV not generated.')
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context.add_iteration_artifact('iio-capture', self.outfile, 'data')
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if os.stat(self.outfile).st_size == 0:
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self.logger.warning('"{}" appears to be empty'.format(self.outfile))
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return
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self._compute_stats(context)
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def _compute_stats(self, context):
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with open(self.outfile, 'rb') as fh:
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reader = csv.reader(fh, skipinitialspace=True)
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header = reader.next()
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power_index = header.index('power mW')
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ts_index = header.index('timestamp ms')
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last_ts = 0.0
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energy_uj = 0
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ave_power_mw = 0.0
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for i, row in enumerate(reader):
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row_power_mw = float(row[power_index])
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row_ts = float(row[ts_index])
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if i == 0:
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ave_power_mw = row_power_mw
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else:
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ave_power_mw = ave_power_mw + (row_power_mw - ave_power_mw) / i
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energy_uj += row_power_mw * (row_ts - last_ts)
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last_ts = row_ts
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context.add_metric('power', ave_power_mw, 'milliwatts')
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context.add_metric('energy', energy_uj / 1000000, 'joules')
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