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How to use iOutput method in fMBT

Best Python code snippet using fMBT_python

KeysightB1511B.py

Source:KeysightB1511B.py

1from typing import Optional, TYPE_CHECKING, List, Any2from .KeysightB1517A import B1517A3from .constants import IMeasRange, IOutputRange4if TYPE_CHECKING:5    import qcodes.instrument_drivers.Keysight.keysightb15006class B1511B(B1517A):7    """8    Driver for Keysight B1511B Source/Monitor Unit module for B15009    Semiconductor Parameter Analyzer.10    Args:11        parent: mainframe B1500 instance that this module belongs to12        name: Name of the instrument instance to create. If `None`13            (Default), then the name is autogenerated from the instrument14            class.15        slot_nr: Slot number of this module (not channel number)16        asu_present: Flag to acknowledge ASU presence17    """18    def __init__(19        self,20        parent: "qcodes.instrument_drivers.Keysight.keysightb1500.KeysightB1500",21        name: Optional[str],22        slot_nr: int,23        **kwargs: Any24    ):25        super().__init__(parent, name, slot_nr, **kwargs)26        self._valid_i_measure_ranges: List[IMeasRange] = [IMeasRange.AUTO,27                                                          IMeasRange.MIN_1nA,28                                                          IMeasRange.MIN_10nA,29                                                          IMeasRange.MIN_100nA,30                                                          IMeasRange.MIN_1uA,31                                                          IMeasRange.MIN_10uA,32                                                          IMeasRange.MIN_100uA,33                                                          IMeasRange.MIN_1mA,34                                                          IMeasRange.MIN_10mA,35                                                          IMeasRange.MIN_100mA,36                                                          IMeasRange.FIX_1nA,37                                                          IMeasRange.FIX_10nA,38                                                          IMeasRange.FIX_100nA,39                                                          IMeasRange.FIX_1uA,40                                                          IMeasRange.FIX_10uA,41                                                          IMeasRange.FIX_100uA,42                                                          IMeasRange.FIX_1mA,43                                                          IMeasRange.FIX_10mA,44                                                          IMeasRange.FIX_100mA]45        self._asu_valid_i_measure_ranges: List[IMeasRange] = [46            IMeasRange.MIN_1pA, IMeasRange.MIN_10pA, IMeasRange.MIN_100pA,47            IMeasRange.FIX_1pA, IMeasRange.FIX_10pA, IMeasRange.FIX_100pA]48        self._valid_i_output_ranges: List[IOutputRange] = [49            IOutputRange.AUTO, IOutputRange.MIN_1nA, IOutputRange.MIN_10nA,50            IOutputRange.MIN_100nA, IOutputRange.MIN_1uA,51            IOutputRange.MIN_10uA, IOutputRange.MIN_100uA,52            IOutputRange.MIN_1mA, IOutputRange.MIN_10mA, IOutputRange.MIN_100mA]53        self._asu_valid_i_output_ranges: List[IOutputRange] = [54            IOutputRange.MIN_1pA, IOutputRange.MIN_10pA, IOutputRange.MIN_100pA]55        self.asu_present: bool = False56    @property57    def asu_present(self) -> bool:58        return self._asu_present59    @asu_present.setter60    def asu_present(self, val: bool) -> None:61        if not isinstance(val, bool):62            raise TypeError("Expected: True or False")63        self._asu_present = val64        if self.asu_present:65            self._valid_i_measure_ranges = self._valid_i_measure_ranges + \66                                           self._asu_valid_i_measure_ranges67            self._valid_i_output_ranges = self._valid_i_output_ranges + \68                                          self._asu_valid_i_output_ranges69        else:70            self._valid_i_measure_ranges = list(71                set(self._valid_i_measure_ranges) -72                set(self._asu_valid_i_measure_ranges)73            )74            self._valid_i_output_ranges = list(75                set(self._valid_i_output_ranges) -76                set(self._asu_valid_i_output_ranges)...

run_ann.py

Source:run_ann.py

1def _get_predict_fname(out_dir, ioutput, weight, pdf_sampling):2    if pdf_sampling:3        return "%s/fb_%05i_%s_ftidal_pdf_sampling.predict" % (out_dir, ioutput, weight)4    return "%s/fb_%05i_%s.predict" % (out_dir, ioutput, weight)5def _get_results_fname(out_dir, ioutput, weight, NN, pdf_sampling):6    if pdf_sampling:7        return "%s/fb_%05i_NN%i_%s_ftidal_pdf_sampling.results" % (out_dir, ioutput, NN, weight)    8    return "%s/fb_%05i_NN%i_%s.results" % (out_dir, ioutput, NN, weight)9def main(ioutputs, weights_fname, NN):10    import os11    from seren3.utils import which12    _BIN = which("neural-net")13    _CWD = os.getcwd()14    _WEIGHT = "mw"15    def _run(weights_fname, predict_fname, results_fname):16        exe = "%s -l %s -p %s -o %s" % (_BIN, weights_fname, predict_fname, results_fname)17        # print exe18        os.system(exe)19    for ioutput in ioutputs:20        dir_name = "./%i_final/" % (ioutput)21        # Run the standard and tidal force PDF sampled models22        predict_fname = _get_predict_fname(dir_name, ioutput, _WEIGHT, False)23        predict_pdf_sampled_fname = _get_predict_fname(dir_name, ioutput, _WEIGHT, True)24        results_fname = _get_results_fname(dir_name, ioutput, _WEIGHT, NN, False)25        results_pdf_sampled_fname = _get_results_fname(dir_name, ioutput, _WEIGHT, NN, True)26        for pf, rf in zip([predict_fname, predict_pdf_sampled_fname], [results_fname, results_pdf_sampled_fname]):27            _run(weights_fname, pf, rf)28if __name__ == "__main__":29    import sys, os30    ioutputs = [42, 48, 60, 70, 80, 90, 100, 106]31    NN = int(sys.argv[1])32    weights_fname = "/lustre/scratch/astro/ds381/simulations/baryfrac/bc03_fesc2_nohm/neural-net2/NN%i.weights" % NN33    # weights_fname = "/lustre/scratch/astro/ds381/simulations/baryfrac/bc03_fesc2_nohm/neural-net2/106_90_60_NN40_niter100_fb_scaled_ftidal_scaled_logall.weights"34    35    # ioutputs = [int(i) for i in sys.argv[1:-2]]36    # weights_fname = sys.argv[-2]37    # NN = int(sys.argv[-1])38    # paths = ["bc03_fesc1.5_nohm/", "bc03_fesc2_nohm/", "bc03_fesc5_nohm/"]39    # paths = ["bc03_fesc2_nohm/", "bc03_fesc5_nohm/"]40    paths = ["bc03_fesc2_nohm/"]41    lustre_path = "/lustre/scratch/astro/ds381/simulations/baryfrac/"42    full_paths = ["%s/%s/neural-net2/" % (lustre_path, p) for p in paths]43    print "NN = ", NN44    print "Using weights file: ", weights_fname45    print ioutputs46    for fp in full_paths:47        os.chdir(fp)48        print "**************************************************"49        print os.getcwd()50        print "**************************************************"51        main(ioutputs, weights_fname, NN)...

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